Question: Represent the text to find another text that is a caption of the same image

Question: Excavating equipment in a bleak landscape against a gray sky

represent the text to find another text that is a caption of the same image

For instance, <<Two bears are on the cement in an enclosure.>>  to <<Grizzly bears sitting and standing in an exhibit enclosure.>>

An excavation tractor parked next to muddy land.

Modern tour bus in a parking space under a cloudy sky


Question: A stop sign in front of many wind generators.

Represent this image caption as a vector to find a similar short description

a black and white photo of a stop sign street signs and wind mills

Represent the description about an image caption for finding similar short descriptions

A one way street sign next to tall bushes.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Cows are standing outside in groups in pens.

A barn is full of livestock contained inside of metal fences.

Represent the description about an image caption for finding similar short descriptions!

The horses are all grouped together in the stable.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A couple of black and white cows laying on top of dry grass.

represent this image caption as a vector to find a similar short description.
E.g.:
A drawer filled with different compartments and lots of clutter. == a kitchen drawer filled with assorted kitchen equipment

Two calves laying in hay with tagged ears

represent the text to find another text that is a caption of the same image!

A couple of brown horses standing on top of a green hillside.


Question:
represent the description about an image caption for finding similar short descriptions
------
E.g.
'There are some sheep grazing in short grass' == 'Thick coated sheep stand behind trees in a field.' != 'There are some horses standing on the beach'

Question: Two cows hanging out in the dirt near a fence.

Represent the description about an image caption for finding similar short descriptions

A herd of cows standing next to a barbwire fence.

Represent the text to find another text that is a caption of the same image:

A group of horses are grazing together in the grass near a fence.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a white and gray cat a clock bottles flowers and a mirror

represent this image caption as a vector to find a similar short description
To give you a sense - "A garden statue sits in the bark below a shrub. " should be close to "A garden gnome with a shovel and carrots in among plants."

A cat looking at it''s own reflection in a mirror.

Represent the text to find another text that is a caption of the same image

a black white and gray dog a monitor and a laptop and keyboard


Question: represent the description about an image caption for finding similar short descriptions

Question: A cow standing under an umbrella with a woman on a beach.

A cow is standing under an umbrella on the sand.

A man with curly hair sitting under an umbrella on a beach.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a big red stop sign that is hanging off a post

Represent the text to find another text that is a caption of the same image

A res stop sign that has LED lights on each corner.

represent the description about an image caption for finding similar short descriptions


Question: Represent this image caption as a vector to find a similar short description

Question: A long train parked at a train station next to a wooded area.

a train sits parked next to a restaurant

A yellow and red bus parked in a parking lot next to a forest.


Question: represent the text to find another text that is a caption of the same image

Question: A yellow and teal train sits at a station next to passengers.

represent this image caption as a vector to find a similar short description

A British train arrives as people look on

Represent this image caption as a vector to find a similar short description.

A red and black train is at the waters edge in a field.


Question: Represent this image caption as a vector to find a similar short description

Question: A woman sits in a boat on the beach.

A person sits in a boat next to another on the beach.

Represent this image caption as a vector to find a similar short description

A woman stands on a street corner in the city.


Question: Represent this image caption as a vector to find a similar short description

Question: A red stop sign on the street in the snow.

Represent the description about an image caption for finding similar short descriptions

A street sign by a busy street at night.


Question: Represent this image caption as a vector to find a similar short description

Question: A man standing watching a woman put money into a meter on the street.

Represent the description about an image caption for finding similar short descriptions!

A woman putting change into a parking meter.

A woman standing on the road next to a train.


Question: Represent this image caption as a vector to find a similar short description

Question: A cat lounges on its back on a sofa.

A cat laying on a couch next to a chair.

A pug dog stretches out on her master's bed.


Question: Represent the following document

Question: A group of brown cows walking in a park.

Group of sheep sitting together in a pen filled with hay.


Question: Represent this image caption as a vector to find a similar short description

Question: A woman typing on her laptop seated on a flowery couch with a cat in her lap.

Woman uses a laptop while a cat sits on her lap.

A cat stretching on top of a blanket near a pillow.


Question: Represent this image caption as a vector to find a similar short description!

Question: A man walks past a weathered structure and parking meters.

A man walking down the street, during the day.

A woman walking past a clock sitting behind a bench.


Question: represent the description about an image caption for finding similar short descriptions

Question: A woman in Indian garb holding onto a cow.

A man standing next to a woman holding a drink.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A larger truck parked at a loading dock.

Represent the text to find another text that is a caption of the same image.

A company truck waiting in the road near the sidewalk.


Question: A group of brown cows grazing in a large open field.

represent this image caption as a vector to find a similar short description

Three sheep laying in a dirt patch in a field.


Question:
represent the text to find another text that is a caption of the same image!
------
E.g.
'A black and white dog is in a bathtub.' == 'A dog looks up from inside a bathtub.' != 'A gray and white cat is in a black chair.'

Question: A man standing next to a door wearing a grey suit and yellow vest.

The man in the suit stands in the corner of the room.

A man with a beard wearing a blue tie and a jacket.


Question: represent this image caption as a vector to find a similar short description

Question: this is a hertd of cows standing in the grass

A large herd of black and white cows with yellow tags in their ears.

Represent the description about an image caption for finding similar short descriptions:


Question: Represent the text to find another text that is a caption of the same image.

Question: A stop sign that has writing on the front.

Represent the description about an image caption for finding similar short descriptions

A stop sign and no parking sign with graffiti.

represent the description about an image caption for finding similar short descriptions.

For example, A man on a skateboard riding down concrete stairs full of graffiti. should be similar to A person on a skateboard riding up on a ledge.

A yellow crossing sign that is on a pole.


Question: Represent the text to find another text that is a caption of the same image!

Question: A train coming down one of four sets of tracks at a train station.

A train moves near a group of railroad tracks.

A train sitting at an empty train station.


Question: Represent this image caption as a vector to find a similar short description

Question: A blue truck with yellow fire designs on the side.

This truck has flames painted on the side and a giant telescope on the back.

Represent the text to find another text that is a caption of the same image

A bus with metal steps on the back and blue stripes on the side.


Question: Represent the text to find another text that is a caption of the same image

Question: The cows are eating beside each other from a long trough.

represent the text to find another text that is a caption of the same image
For instance, <<The table is covered with dirty dishes, glasses, and open bottles.>>  to "there are lots of bottles of beer and whine on this table"

Cows are laying in the grass near a fence and tree.


Question: Represent this image caption as a vector to find a similar short description!

Question: The woman is standing beside the very large vehicle.

a group of people sit around a big truck

The man in the yellow jacket is standing near a boat.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a person sits inside of a transport truck

this is a man in a moving van on a field

Represent this image caption as a vector to find a similar short description

a couple of people stand inside of a door way


Question: Represent the text to find another text that is a caption of the same image

Question: this is a black dog riding on a boat

The black dog sits on a boat that is on the water.

represent the text to find another text that is a caption of the same image
------
The provided query could be "Assorted fruits and vegetables in a plastic bowl." and the positive "a bowl and can full of  slided food, with a hello kitty spoon and fork"

this is a man riding on a board in the street


Question: Represent this image caption as a vector to find a similar short description

Question: a cat is standing on a wood table

A hairless cat with a face inside a bowl of food.

Represent this image caption as a vector to find a similar short description.


Question: Represent the text to find another text that is a caption of the same image

Question: The animal is laying beside of the fence.

Represent the description about an image caption for finding similar short descriptions.

A cow lies in the dirt against a fence underneath a banana tree.

The zebra is standing by itself by the fence.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a green pick up truck with the bed loaded with junk

The pickup truck has a full bed of things in the parking lot.

a red truck with the camper shell laying beside it


Question: represent the text to find another text that is a caption of the same image E.g. Boat on river in large metropolitan area during daytime. == a sail boat rides through the water  != Street intersection on cloudless day in urban setting.

Question: part of a train parked on a track next to a building

An old fashioned, brown train in front of a building.

Represent the text to find another text that is a caption of the same image.

a passenger train going by on a bridge above the water


Question: A red antique truck among other antique trucks

Represent the description about an image caption for finding similar short descriptions:

A vintage red truck on display at a car show.

A parking lot with motorcycles, cars, trucks, and a trailer.


Question: Represent the text to find another text that is a caption of the same image.

Question: A man and a woman enjoy a picnic in an old photo.

This is how a lunch break took place many years ago.

A man with a dog is taking a picture in a rear view mirror.


Question: represent the text to find another text that is a caption of the same image

Question: this is people riding bikes in the traffic

Represent the description about an image caption for finding similar short descriptions

A couple of people riding in a motorcycle with an odd frame.


Question: Represent the text to find another text that is a caption of the same image

Question: this is a black cat laying on a blanket

Represent the text to find another text that is a caption of the same image:

a close up of a dog laying on a soft surface


Question: Represent the description about an image caption for finding similar short descriptions

Question: A train parked next to a train station.

A yellow and black train sitting next to a loading platform.

represent this image caption as a vector to find a similar short description.

A bus parked at a bus stop next to a empty street.


Question: Represent the input:

Question: A red stop sign sitting on the side of a road.

Represent the text to find another text that is a caption of the same image.

A stop sign saying a nice message on a sunny day.

A black motorcycle parked on the side of a road.


Question: Represent the description about an image caption for finding similar short descriptions

Question: The blue and grey passenger train is riding on the tracks.

An amtrak train with a blue emblem sitting on the tracks

Represent the text to find another text that is a caption of the same image

A black locomotive is pulling a box train on the tracks.


Question: Represent this image caption as a vector to find a similar short description

Question: Happy woman holding a cell phone next to a cobblestone street.

Represent the text to find another text that is a caption of the same image

A woman grins as she holds her cell phone

Represent this image caption as a vector to find a similar short description

Hands holding a smart phone over a wood working bench.


Question: Represent the text to find another text that is a caption of the same image

Question: Three colored beached chairs, yellow, red and blue by the ocean

represent the description about an image caption for finding similar short descriptions

Examples:

"An organized kitchen counter and stove with pots and utensils " == "A kitchen with a microwave, oven, and stand mixer."

represent the text to find another text that is a caption of the same image.

A pair of legs, boxes, and clothings laying on a bed with an opened closet in the background


Question: Represent the text to find another text that is a caption of the same image

Question: Native animals lying in grassy field in 3D photograph.

Represent this image caption as a vector to find a similar short description

A blurry image of some bison laying on the grass.

Pair of horses walking in grass near wooded area.


Question: Represent this text

Question: The construction trucks are next to a pile of dirt in the road.

Represent the text to find another text that is a caption of the same image!

A dump truck is parked alongside the road.

Three trucks are parked in front of a store.


Question: Represent this image caption as a vector to find a similar short description

Question: a young steer starting to grow his horns

a cow in a field with trees in the background

Represent the description about an image caption for finding similar short descriptions

a cow with a flower arrangement on its head


Question: Represent this image caption as a vector to find a similar short description

Question: A train that is sitting on a track.

A train is seen from above, on its rails near a large body of water.

represent the description about an image caption for finding similar short descriptions!


Question: Represent the text to find another text that is a caption of the same image

Question: A woman with long dark hair sitting in an office chair

A little girl that is sitting in a chair.

A man in a dress shirt and tie sitting in a chair.


Question: represent the description about an image caption for finding similar short descriptions

Question: The lone cat looks on ever so curiously.

A black, white, and orange cat standing on a table.

Represent the description about an image caption for finding similar short descriptions.


Question: Represent this image caption as a vector to find a similar short description!

Question: A truck emits black smoke at a rally.

Represent the description about an image caption for finding similar short descriptions

Smoke is streaming from the hood of a black racing truck.

A truck is parked near a fire hydrant at an airport.


Question: Represent the text to find another text that is a caption of the same image

Question: A stop sign that is on top of a pole.

The hand written stop sign is next to a green start sign.


Question: Represent the text to find another text that is a caption of the same image!

Question: Four cows laying on a bed of hay in farm stall.

represent the text to find another text that is a caption of the same image
Examples:
Provided: "A baseball player is trying to take his swing on the field. " Match: "a batter getting ready to hit a baseball "

Three sheep laying in a dirt patch in a field.


Question:
represent the description about an image caption for finding similar short descriptions

------

Given A couple people on motor bikes on a city street., a positive would be Two motorcycles are driving behind the traffic on a street. & a negative would be A person on a skateboard on a city street.

Question: a couple of people are walking on a baseball field

Represent the text to find another text that is a caption of the same image:

two baseball players walking across the field during the game


Question: Represent the description about an image caption for finding similar short descriptions

Question: A woman is taking a picture looking into a mirror while the cat watches.

a woman taking a selfie in front of a stack of mirrors

A woman bends over to take a picture on her phone while a child looks on.


Question:
represent the description about an image caption for finding similar short descriptions
For example, 'A girl enthusiastically eats a slice of pizza. ' should have a representation like 'The girl is enjoying a slice of combination pizza.' but very far from 'Two young children eating slices of pizza on a park bench. '.

Question: A glass shelf that has four ceramic style bulls that have painted colors and designs on each one.

A group of ceramic bulls with various decorative paintings on them.

Represent the text to find another text that is a caption of the same image.

A vase with small pieces of mirror glued to it's sides.


Question: The cat is sitting in the red foldable chair.

a kitty looking up sitting in a red chair

The cat is laying on the pink blanket by a window.


Question: a bunch of cows are in a field

Represent this image caption as a vector to find a similar short description

A herd of black and white cows in a grassy field

Represent the text to find another text that is a caption of the same image

a couple of horses are standing in a field


Question: Represent the text to find another text that is a caption of the same image

Question: a g pbiole with a sign on top of it

A Shell gasoline sign against a bright blue sky.

Represent the description about an image caption for finding similar short descriptions:

A  construction are with a men digging sign near it.


Question: Represent this image caption as a vector to find a similar short description.

Question: Traffic signage in urban area intersection in construction zone.

A stop sign where only one vehicle at a time can turn.

A empty road below traffic lights and signage.


Question: Represent this image caption as a vector to find a similar short description

Question: A long haired black cat laying on a remote control.

represent the text to find another text that is a caption of the same image

A brown teddy bear laying on a sidewalk.


Question:
represent the description about an image caption for finding similar short descriptions

------

For example, 'The giraffe is enjoying his life at the petting zoo.' should have a representation like 'Some people standing on a high platform feeding the giraffes.' but very far from 'An elephant is standing in front of his food at a zoo.'.

Question: a llama laying in the coral and a cow peaking through the gate

A llama is lying down in a field of brown grass beside a barn

Represent the description about an image caption for finding similar short descriptions

a furry bear is peering from behind a tree


Question: represent this image caption as a vector to find a similar short description

Question: a little boy and cat sleeping together on a bed

Represent the text to find another text that is a caption of the same image

A cat sleeps with a young child in a bed.

Represent this image caption as a vector to find a similar short description.

a kitty laying on its back sleeping on a chair


Question: Represent the description about an image caption for finding similar short descriptions

Question: a cat sitting on a table underneath a tv

Represent the description about an image caption for finding similar short descriptions.

a dog sits under neath a chair with a person in it


Question: Represent the text to find another text that is a caption of the same image.

Question: this is a black cat sitting on a computer


Question: Represent the description about an image caption for finding similar short descriptions

Question: A dump truck driving down the center of the road

represent the description about an image caption for finding similar short descriptions

A city bus traveling down the empty street


Question: Represent the description about an image caption for finding similar short descriptions

Question: This crop of marijuana plants will produce tremendous profits for its growers.

Represent this image caption as a vector to find a similar short description

The farmer's market is selling many oranges and apples.


Question: Represent the text to find another text that is a caption of the same image

Question: An electrical pole that has some street signs on it.

Street signs are attached to a wooden post.

Represent the text to find another text that is a caption of the same image

A power line with lots of birds sitting on top of it.


Question: Represent the text to find another text that is a caption of the same image

Question: a couple of red signs are on a pole

Represent the description about an image caption for finding similar short descriptions

A stop sign also has a 4 Way sign below it.

a bunch of yellow signs with words on them


Question: represent this image caption as a vector to find a similar short description

Question: a cat is standing behind a bar in a window


Question: Represent the description about an image caption for finding similar short descriptions!

Question: a little white cow standing next to a little brown one laying on the ground

represent the description about an image caption for finding similar short descriptions

A group of sheep in a brown, grassy field.

represent this image caption as a vector to find a similar short description

a bear laying in the grass next to a ledge


Question: Represent this image caption as a vector to find a similar short description

Question: A "Budweiser" truck outside a bar window.

A woman walks by a large Budweiser truck.


Question: Represent the text to find another text that is a caption of the same image

Question: A stop sign that warns of a hump.

A street sign by a fence reads "Stop Hump"

Represent this image caption as a vector to find a similar short description!

A stop sign casting a shadow of a sign that says war.


Question: Represent the description about an image caption for finding similar short descriptions:

Question: a picture of different kinds of suites and shoes

A compilation photo of suits and flowers and hairstyles

a room filled with wooden like furniture in it


Question: Represent the description about an image caption for finding similar short descriptions

Question: this is a sign that says stop on it

South western style building with a stage coach stop sign.


Question: Represent the text to find another text that is a caption of the same image:

Question: the two mukes are ready to pull the load.

Two horses pulling a horse cart on a dirt road.

the woman are on the horses and ready to race


Question: Represent the description about an image caption for finding similar short descriptions.

Question: A cat that is standing on a laptop.

represent this image caption as a vector to find a similar short description
For instance, <<A bunch of cows lined up beside each other in a field>>  to <<A group of cows together in a field.>>

A brown and white cat puts her paws on the keyboard of a laptop left on a rug.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a person with a rifle next to a parked truck

Represent this image caption as a vector to find a similar short description

A soldier holds a gun while standing near a military truck.

represent this image caption as a vector to find a similar short description

Examples:

"A white plate topped with two hot dogs covered in ketchup." == "The two hot dogs are prepared and ready on the plate. "

a person standing next to a parked motorcycle on display


Question: Represent the text to find another text that is a caption of the same image

Question: A cat that is in a kitchen sink.

A cat sits inside of a bathroom sink, looking at the camera.


Question: Represent the text to find another text that is a caption of the same image

Question: Two cows standing in the grass beside each other.

Several cows graze in a grassy area near a mountain.

Represent this image caption as a vector to find a similar short description:

Three brown horses walking next to each other.


Question: Represent this image caption as a vector to find a similar short description

Question: A woman dressed as a man kissing a man dressed as a woman.

A woman is dressed as a man and a man is dressed as a woman.

A guy touching a scarf around the neck of a statue.


Question: Represent the text to find another text that is a caption of the same image

Question: a red train has some lights on the front

represent the text to find another text that is a caption of the same image

this is a red train coming down the tracks

a white train on its track and some buildings and grass


Question: Represent this image caption as a vector to find a similar short description

Question: A large piece of equipment sits parked in a dirt field.

Represent the text to find another text that is a caption of the same image

A construction vehicle parked in a sandy work zone.

represent the description about an image caption for finding similar short descriptions

Given There is a pay here machine set up outside., a positive would be A gray and white solar powered parking machine.

An old, decorated bus is parked in a gravelly area.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a group of cows grazing by the water

a cow drinking some water while the other cows eat some grass

Represent the text to find another text that is a caption of the same image:

eight long horned sheep grazing in the grass


Question: Represent the description about an image caption for finding similar short descriptions.

Question: A street cleaner riding down the street in the city.

Represent the description about an image caption for finding similar short descriptions

this is a street sweeper cleaning the street

A cow walking down the road in the grass.


Question: Represent the text to find another text that is a caption of the same image

Question: Older commercial truck in street in metropolitan area.

Represent the description about an image caption for finding similar short descriptions.

A commercial truck with a rusted cab parked in front of a high rise building.

Commuter bus on roadway at night in city setting.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Cattle in pasture at night with mountains in the distance.

Cows graze in a field overlooking distant mountains.

A boat on the shore with mountains in the background.


Question: represent the description about an image caption for finding similar short descriptions. E.g. 'A cow in a pasture where the grass looks greener on the other side of the fence' == 'A white and black cow in field next to a fence.' != 'Two miniature ponies are eating grass from the other side of the fence.'

Question: The mother cat is lying on the couch pillow  with her kitten.

Represent the text to find another text that is a caption of the same image.

A pair of cats, one small one large, sitting on a couch.

Two little dogs are cuddled in cushions,one on the floor and other under the table.


Question: Represent this image caption as a vector to find a similar short description

Question: Black cow standing on a hill with grass on it.

Represent the natural language
A cow that is standing in the grass.

Represent the text to find another text that is a caption of the same image.

Brown and white sheep standing on a grassy field together.


Question: Represent the text to find another text that is a caption of the same image

Question: There is a good sized crowd by the truck.

Represent this image caption as a vector to find a similar short description

A group of people who are standing in the street.

There is a lot of traffic on the street below the train.


Question: Represent this image caption as a vector to find a similar short description.

Question: a person standing near a train near a platform

a girl in glasses standing at the door of a passenger train

represent this image caption as a vector to find a similar short description

For instance, <<a train on a train track with a mountain in the background>>  to <<A small train runs along electric cables near a mountain>>

a person near a parking meter near a car


Question: represent this image caption as a vector to find a similar short description

Question: Two cows that are laying on the grass.

The two cows are laying down in the field together.

Two cats that are laying down on the bed.


Question: Represent the text to find another text that is a caption of the same image.

Question: a Chinese house boat flying a flag on the water

A small boat drives on a lake surrounded by trees.

Represent this image caption as a vector to find a similar short description

a pair of boats in the water next to a beach


Question: Represent this image caption as a vector to find a similar short description

Question: A group of Oxen and Zebras in a safari park.

cow like animals with curled horns and zebras

represent the description about an image caption for finding similar short descriptions

A giraffe and gazelle in a sandy terrain.


Question: Represent this image caption as a vector to find a similar short description

Question: A gray and white cat watching himself in the mirror.

represent the description about an image caption for finding similar short descriptions

------

For instance, <<A dog that is carrying something in its mouth.>>  to "a dog running and holding a round object in its mouth"

A gray and black cat rolling around in grass.


Question: represent this image caption as a vector to find a similar short description

Question: a big long train that is going down a track

Represent the text to find another text that is a caption of the same image:

a green and yellow train is coming down the tracks


Question: Represent the text to find another text that is a caption of the same image:

Question: a close up of a cat laying near a laptop

A cat puts its paw on a laptop computer while being petted.

Represent the description about an image caption for finding similar short descriptions

a close up of a person sitting holding a cell phone


Question: Represent the text to find another text that is a caption of the same image

Question: Few animals in the brown water outside by the fields.

represent the description about an image caption for finding similar short descriptions

A group of dogs are swimming in dirty water.

The very large black bear is in the woods.


Question: represent this image caption as a vector to find a similar short description

Question: a large brown and white cow eating some grass

represent this image caption as a vector to find a similar short description
Fewshot example: "Upside down pedestrian crossing sign on neighborhood street." == "An upside down street sign on a pole next to a crowded street."

The cow is enjoying grazing in the green pasture.

A brown and white horse wearning a harness eating some hay


Question: The woman is trying to feed the large elephant.

Represent the text to find another text that is a caption of the same image

A person from the back with a bag slung over back, holding arm out to a standing elephant, near a wall, outside.

A man is feeding a large piece of pizza to a small child.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a close up of a stop sign and a street sign

Represent the description about an image caption for finding similar short descriptions.

A person stands in front of a traffic sign.

Represent the text to find another text that is a caption of the same image


Question: Represent the text to find another text that is a caption of the same image

Question: The orange kitten is lying underneath a blanket.

Represent this image caption as a vector to find a similar short description:

A white and orange kitten snuggles under a blue blanket.

The orange cat is sitting down outside on the chair.


Question: Represent this image caption as a vector to find a similar short description.

Question: A piece of machinery is on the back of a towing vehicle.

a big truck that has a piece of equipment on it

represent this image caption as a vector to find a similar short description
------
Fewshot example: "A man pretends to ski with poles while one man watches and another man looks straight ahead. " == "A man on a stage with a pair of ski poles, glasses, and a hat."

A bicycle attached to the back of a motor cycle


Question: Represent the description about an image caption for finding similar short descriptions

Question: A train that is on the tracks during the day.

represent the text to find another text that is a caption of the same image

A lone train going down a railroad track in a train yard.

A train that is loading up passengers at a stop.


Question: Represent this image caption as a vector to find a similar short description

Question: A cat and a white dog are sleeping side by side.

Represent this image caption as a vector to find a similar short description

Dog laying down on the sofa next to a cat.

represent this image caption as a vector to find a similar short description

Two white teddy bears are sitting next to each other.


Question: Represent this image caption as a vector to find a similar short description

Question: A group of cows wait in a grassy field.

Represent the text to find another text that is a caption of the same image.

Several cows graze and rest in a grassy meadow.

Represent this image caption as a vector to find a similar short description


Question: Represent the text to find another text that is a caption of the same image:

Question: Several trucks sit parked near each other on the grass.

Several semi trucks of different colors parked without trailers.

represent the text to find another text that is a caption of the same image

A bus sits parked on the side of a street.


Question: Represent this image caption as a vector to find a similar short description

Question: a couple of cows standing in the sun set

The sun is shining behind cows walking through a field.

Represent this image caption as a vector to find a similar short description.

some goats standing together on the grass


Question: Represent the natural language

Question: Cows standing on dirt ground in remote farm area.

Represent the description about an image caption for finding similar short descriptions

a bunch of cows walking on some dirt mounds

Three goats lying down on individual rocks in a zoo.


Question: represent the description about an image caption for finding similar short descriptions:

Question: a yellow and blue train on the track next to some trees

Represent the text to find another text that is a caption of the same image

A small commuter train traveling on tracks through the countryside.

represent the description about an image caption for finding similar short descriptions

a red and white bus is on the side of the street


Question: Represent the text to find another text that is a caption of the same image

Question: The train pulling one other car is riding past buildings.

A train traveling past a tall building under a blue sky.

The double length city bus is driving near a street cone.


Question: Represent the text to find another text that is a caption of the same image

Question: There is a truck parked on the side of the road.

Represent the description about an image caption for finding similar short descriptions:

a medical emergency vehicle with medical personnel inside

There is a motorcycle parked on the grass.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A train engine with freight cars on the tracks.

Represent the text to find another text that is a caption of the same image:


Question: Represent the natural language

Question: A group of men try to push a large truck onto a road.

A small silver car is driving beside a large industrial truck.


Question: Represent the text to find another text that is a caption of the same image

Question: an elephant on a dirt ground near rock formations

An elephant stands in the dirt by a wall of rocks.

Represent the description about an image caption for finding similar short descriptions


Question: Represent the description about an image caption for finding similar short descriptions

Question: Several men in suits looking at a delivery truck

Several men look at a large, white truck.

Group of men riding horses right next to a man looking at a motorcycle.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Two cats laying down on top of a bed together.

Two cats that are laying down on the bed.

represent the description about an image caption for finding similar short descriptions

For example, Three pictures have clocks and a picture frame. should be similar to Three different pictures of alarm clocks on tables.

Large white cat sitting on top of a laptop on a table.


Question: represent this image caption as a vector to find a similar short description!

Question: A row of old style cars with one pulling a silver camper.

A car with a trailor attached to it in front of a car with its doors and hood open.

A horse drawn carriage pulling a black buggy with red wheels.


Question: Represent this image caption as a vector to find a similar short description

Question: A white cat sitting on top of two pizza boxes on a floor.

a close up of a cat sitting on pizza boxes

A orange cat sleeping on top of a blanket.


Question: Represent the text to find another text that is a caption of the same image

Question: A herd of white cattle standing behind a fence.

Represent this image caption as a vector to find a similar short description.

Four cows lined up with their heads through a fence.

represent this
A heard of sheep grazing by a road.


Question: represent the text to find another text that is a caption of the same image

Question: a striped cat sitting in a brown chair

Represent the text to find another text that is a caption of the same image.

a black cat laying on a round rug in a bathroom


Question: Represent this image caption as a vector to find a similar short description

Question: A dog and cat curled up together on top of a bed.

A cat is licking his paw while cuddled up with a dog.

represent the description about an image caption for finding similar short descriptions

E.g. A plate topped with broccoli and some brown stuff. == An array of chicken bites and broccoli sprouts.

A pet cat lounging on top of a rocking chair.


Question: Represent the description about an image caption for finding similar short descriptions.

Question: A boat sits perched on the side of a water

A wooden boat tied up near the edge of the water.


Question: represent the text to find another text that is a caption of the same image!

Question: A man in a car wearing a suit and sunglasses

Represent this image caption as a vector to find a similar short description

A Picture of a man in a suit while driving.

represent the description about an image caption for finding similar short descriptions
Example:
Provided: "A flock of birds gathered around a blue lawn chair." Match: "a number of seagulls near a lawn chair on sand"

A man with a beard wearing a suit and bow tie.


Question: Represent the text to find another text that is a caption of the same image

Question: The picture shows a stop sign that has been partially painted over.

A stop sign, with a defaced bottom half.

A red fire hydrant that has some rocks behind it.


Question: Represent the text to find another text that is a caption of the same image

Question: a cat on a table near a emote control

The cat is looking down at the remote control next to it.

Represent this image caption as a vector to find a similar short description

a black orange and white cat  and a music keyboard


Question: Represent the description about an image caption for finding similar short descriptions

Question: A cat is resting on top of a suitcase and cleaning his paw.

represent the description about an image caption for finding similar short descriptions

A cat is sitting inside of a piece of luggage.


Question: Represent the description about an image caption for finding similar short descriptions!

Question: Two trains stopped side by side in a railway station, both with platforms

Represent the description about an image caption for finding similar short descriptions

Two trains in a train station that is full of people.

The train is driving on the tracks with passengers on it


Question:
represent the description about an image caption for finding similar short descriptions:

E.g. A cook book sitting on top of a wooden table. == Vegetable items on small plates next to paper and scissors. != Two bottles of wine sitting on top of a table.

Question: A CAT IS CURLED UP SLEEPING WITH THE REMOTE

Represent the text to find another text that is a caption of the same image

A cat laying on top of a white blanket on top of a bed.

represent the description about an image caption for finding similar short descriptions

THERE IS A DOG THAT IS LYING ON THE BED LOOKING AT SOMETHING


Question:
represent this image caption as a vector to find a similar short description.

E.g.
'A view from a glass window of airplanes on a landing field.' == 'A  plane sitting on a runway outside the window' != 'A private jet on the tar mat of an airport with airport workers near the nose.'

Question: an orange cat with it's eyes closed sitting next to books

An orange cat sitting next to a mouse and keyboard.

represent the text to find another text that is a caption of the same image

a grey cat standing at the sink with its eyes wide open


Question: Represent the description about an image caption for finding similar short descriptions

Question: a close up ofa cow behind a fence in a field

The bison with large horse is standing beside a metal gate.

a close up of a horse eating grass near a tree


Question: Represent the description about an image caption for finding similar short descriptions.

Question: The stop sign has a sticker that says driving.

a vandalized stop sign on a city street near a pole

Represent the text to find another text that is a caption of the same image

A traffic light with a street sign that reads Mexico.


Question:
represent the next text
a white car parked at a parking meter

represent the text to find another text that is a caption of the same image

a truck parked in a parking lot next to a car


Question: Represent the description about an image caption for finding similar short descriptions

Question: A vintage photo of an old truck with drilling apparatus on the back.

represent the description about an image caption for finding similar short descriptions

Given People are stuck in traffic on a busy street., a positive would be A city street is lit up with a dark blue sky.

A old photo of a truck with a crane or ladder on the back.

An old picture of men standing in front of motorcycles on a street.


Question:
Represent this!
a man in a gray suit and a brown tie

represent the text to find another text that is a caption of the same image

------

Examples:

"a motorcycle parked on a beach near a body of water " == "The green motorcycles is parked on the beach."

A man in a suit waits in a room with a tv.

Represent the description about an image caption for finding similar short descriptions

a young man in a white shirt and green tie


Question: represent the text to find another text that is a caption of the same image

Question: Bicycles are a standard form of travel in many cities.

a person in a helmet is riding a bicycle

Elephants are a reliable means of transportation in the country.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A couple cows standing on hay in a white barn.

A cow with a full udder stands in hay in a barn.

Three sheep laying in a dirt patch in a field.


Question: Represent the description about an image caption for finding similar short descriptions

Question: The bright orange cat is sleeping in the wicker chair.

The orange and white cat is asleep next to a purse.

Represent the input:
The fluffy dog is sleeping in the bed.


Question: Represent this image caption as a vector to find a similar short description

Question: A black cat laying on top of a table in front of a TV.

Represent this image caption as a vector to find a similar short description

A long haired black cat lying on a yellow blanket.

A black and white cat stands in front of a mirror on the floor.


Question: Represent this image caption as a vector to find a similar short description

Question: This truck has an open deck for the passengers.

Represent the description about an image caption for finding similar short descriptions

A man drives a truck down the street past parked cars.

Represent this image caption as a vector to find a similar short description


Question: Represent the description about an image caption for finding similar short descriptions

Question: a big red train that is parked next to a buliding

A train pulls into a station with  people waiting to board.

represent the text to find another text that is a caption of the same image
Given A baseball player has just hit a ball while the catcher and umpire squat behind him. , a positive would be A batter is swinging at a pitch at the baseball game.

a big red bus that is parked on some grass


Question: Represent the description about an image caption for finding similar short descriptions

Question: A tagged cow leans in close over the fence rail.

Represent the text to find another text that is a caption of the same image

A cow with a tag is staring at a viewer.

A horse looks melancholy as it leans over a fence.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A heard of cows are passing along a road.

Several cows standing on the road and grass beside it.

A large herd of sheep is walking down the street.


Question: Represent the text to find another text that is a caption of the same image

Question: A train with a green and silver engine on the railroad tracks.

The freight train is pulling a long line of cargo cars.

A red train with two opened windows and a door.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A black and white car sitting on top of a suitcase.

a close up of a cat laying on a luggage bag

A green and red fire hydrant sitting on top of a field.


Question: represent the description about an image caption for finding similar short descriptions

Question: Two cows are walking toward the water hole.

The cows will stop to drink at the pond.

Three cows are eating grass on the hillside.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A man on a horse stopping at a stop sign.

A man, riding a horse, talking to a woman.

A woman walking down a street at night next to a stop sign.


Question: Represent this image caption as a vector to find a similar short description

Question: Fake stop sign in front of a road in a park.

We are looking at a stop sign asking us to not say certain words.

represent the text to find another text that is a caption of the same image.

A bus driving in a parking lot in front of a building.


Question: A train traveling down a track, in the day.

Several trains parked in a rail yard near some buildings.

Represent the description about an image caption for finding similar short descriptions

A train traveling over a bridge on top of a river.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A black and white image of a cat next to a laptop

Represent the description about an image caption for finding similar short descriptions.

A black and white picture of a dog walking next to a car.


Question: Represent the description about an image caption for finding similar short descriptions

Question: The inside of a boat with a plastic chair and some rope in it

A set of metal stairs in a room with hanging clothes and vines.


Question: represent this

Question: Is that an angry cat behind an unhappy banana?

A banana that has been given googly eyes and make to look like it is petting  a cat.

represent the text to find another text that is a caption of the same image!
Given A airplane flying over snow covered mountains under a cloudy sky., a positive would be A view of moutains from inside an aerial cockpit.

Is that a piece of cake dumped onto the pizza?


Question: an adorable cat peaking its head up in luggage

Represent the text to find another text that is a caption of the same image:

A cat in a basket of clothes on the floor near a dresser.

Represent this image caption as a vector to find a similar short description

a brown bear is peaking its head out of water


Question: Represent the text to find another text that is a caption of the same image

Question: Cat playing with shoes within some ones house.

Two pictures of a black cat sitting next to shoes.

Represent the text to find another text that is a caption of the same image

Cat sitting on top of a bag in corner of bedroom.


Question:
represent the description about an image caption for finding similar short descriptions
The query could be 'A person standing on  surfboard in the water.' and should be close to 'a man is riding on a surfboard at the beach' but very far from 'a lady walking on  sand covered beach surrounded by the ocean.'

Question: Elephants walking through a field on the side of road.

Represent this image caption as a vector to find a similar short description:

Small group of elephants being seen near cars passing through.

A giraffe walking in the tall grass on a sunny day.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A GIRL IS LAYING ON HER BED WITH HER TWO KITTENS

A person lying on a bed with a cat next to them and sitting on top of them.

represent the description about an image caption for finding similar short descriptions

WOMAN SITTING IN A LIVING ROOM WITH HER DOG ON HER LAP


Question: represent this

Question: The delivery truck is full of colorful graffiti.

represent this image caption as a vector to find a similar short description

A small truck has tagging all over the compartments.

An old school bus is covered with graffiti.


Question: Represent the text to find another text that is a caption of the same image

Question: a little kitty is playing in a shoe

Represent this image caption as a vector to find a similar short description

represent this image caption as a vector to find a similar short description
Examples:
Provided: "A row of four sinks in a bathroom." Match: "A row of bathroom sinks sitting under a mirror."

a mama kitty and her baby's laying on a suit case


Question: Represent this image caption as a vector to find a similar short description

Question: A small dog looks out the window of a large truck.

Represent the text to find another text that is a caption of the same image

Truck driving down road with dog perched outside window.

A man in uniform looks out the window of a train.


Question:
Represent this
a large tow truck towing a large truck

A big truck that is in the middle of the street.

represent the text to find another text that is a caption of the same image


Question: Represent this image caption as a vector to find a similar short description

Question: Shot of a freeway with oriental truck driving down road.

Represent the description about an image caption for finding similar short descriptions

A busy city street near an on ramp to another busy street with trucks, busses and cars.

Evening view of traffic light intersection with cars with headlights on and a building and trees.


Question: Represent this image caption as a vector to find a similar short description

Question: A cat is bathing itself on top of a chair.

A cat sits on a chair while licking herself.

A black cat is lying on the floor next to a table.


Question: Represent this image caption as a vector to find a similar short description.

Question: People are attracted to food trucks in a row.

Represent the text to find another text that is a caption of the same image.

A row of food trucks with many patrons out front

There are people shopping in these business booths.


Question: Represent this image caption as a vector to find a similar short description

Question: A woman with a rope is in front of a horse.

The person is collecting a rope off of the ground next to a horse.

Represent this image caption as a vector to find a similar short description.

A man on skies is standing next to a child.


Question: A stop sign that is on top of a metal pole.

A stop sign on a road that is under water.

Represent this image caption as a vector to find a similar short description


Question: Represent this image caption as a vector to find a similar short description

Question: a street sign next to a red light

A pedestrian sign on a building on a dark street.

Represent the text to find another text that is a caption of the same image


Question: Represent the text to find another text that is a caption of the same image

Question: A black cat laying on top of a bag.

The cat was laying in the sun on top of the zippered bag.

Represent the description about an image caption for finding similar short descriptions

An orange cat sitting on top of a chair.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a brown and white cow tagged for the market

A brown and white cow standing on top of a lush green field.


Question: represent the text to find another text that is a caption of the same image For example, 'A group of elephants playing in the zoo together.' should have a representation like 'A herd of elephants walking across a dirt field.' but very far from 'An elephant walking through muddy water in the wild.'.

Question: Vintage photo of old rigged sailing ship in harbor of busy marina.

A black and white photo of a harbor with boats in it.

A small green boat at a dock in the water.


Question: Represent this image caption as a vector to find a similar short description

Question: A train sits in a station at an empty platform.

The train is standing in the subway station.

A train moves down a track at a switching point.


Question: Represent this image caption as a vector to find a similar short description

Question: A steam train with several cars rolling down the track.

represent this image caption as a vector to find a similar short description

A black and white image of a vintage locomotive, train cars and caboose on tracks a the base of a tall hill.

represent the description about an image caption for finding similar short descriptions!
------
Given a women that is holding a monkey in hand, a positive would be The woman is showing off her black monkey toy.

A red electric train sitting on the tracks.


Question: Represent this image caption as a vector to find a similar short description

Question: A black and white cat laying on top of a desk.

A wood surface shows a dirty glass, papers and other clutter, and most especially, a puckish black and white cat with a smudgy nose, sitting with the handle of a small embroidered bag encircling his body, so he appears to be wearing the bag.

represent the description about an image caption for finding similar short descriptions.

A brown and white dog laying on a wooden bench.


Question: Represent this image caption as a vector to find a similar short description

Question: A red stop sign sitting on the side of a road.

Represent this image caption as a vector to find a similar short description

A stop sign that has spikes sticking out of it.

A black motorcycle parked on the side of a road.


Question: Represent this image caption as a vector to find a similar short description

Question: A herd of cows that are walking on the beach.

represent the text to find another text that is a caption of the same image!

cows walking across a tropical beach at dusk

A herd of goats standing on a public street.


Question:
represent this image caption as a vector to find a similar short description
E.g.
'A black train engine parked next to a loading platform.' == 'A black locomotive is pulling a box train on the tracks.' != 'A yellow and blue train traveling down tracks near a train station.'

Question: A train is going down the tracks with a mountain behind it.

Represent the description about an image caption for finding similar short descriptions

Passenger train traveling through countryside in green area.

A train is pulling cars across a bridge.


Question: Represent this image caption as a vector to find a similar short description.

Question: The motorboat is riding quickly through the water.

represent this image caption as a vector to find a similar short description
E.g.:
A plate stacked with flat bread sandwiches covered in parsley. == A few crestless sandwhich stacked on top of one another on a plate with a glass of wine and water

Motorboat on lake moving very fast on top of water.

A small boat is floating in the ocean between two rocks.


Question: represent the natural language

Question: A compiled image consisting of animals, trees, a building and a sky is being displayed.

The image shows cows standing in front of a large house.

A man standing in front of a backdrop of a sky having his picture taken.


Question: Represent this image caption as a vector to find a similar short description

Question: a girl sitting in the open door of a van

Man sitting inside van with side panel door open.

represent this image caption as a vector to find a similar short description

a girl in glasses standing at the door of a passenger train


Question: represent this image caption as a vector to find a similar short description

Question: Yellow construction trucks parked in line on a dirt road.

A number of trucks parked on a dirt road.

Two lines of bicycles parked on a brick surface.


Question: Represent the text to find another text that is a caption of the same image

Question: Model t ford on side of dirt path with two men outside.

In an historic photo, a car sits without wheels.

Represent the description about an image caption for finding similar short descriptions.

Old junked blue truck in a field between two dead trees.


Question: Represent the text to find another text that is a caption of the same image.

Question: Green pick up truck parked in front of two large buildings.

Represent the description about an image caption for finding similar short descriptions:

a car is sitting in front of a small house

Old orange and yellow bus parked on grass near wood shed.


Question: A couple of street signs over a stop sign.

Represent the text to find another text that is a caption of the same image

A couple of traffic signs sitting on top of a stop sign.

Represent this image caption as a vector to find a similar short description


Question: Represent the text to find another text that is a caption of the same image

Question: The cat can barely be seen with his face in the potted plant.

Represent this image caption as a vector to find a similar short description.

a cat hiding behind a plant and a dutch oven.

represent the text to find another text that is a caption of the same image

Examples:
Provided: "A television is sitting on a table surrounded by furniture." Match: "A small open concept living and dining area with wood paneling and large windows."


Question: Represent the description about an image caption for finding similar short descriptions!

Question: An orange tabby cat looks at pictures of Yellow Labrador Retrievers in a book.

A young woman pets her calico cat in a sink.


Question: Represent the text to find another text that is a caption of the same image:

Question: The side of a truck that has spray paint on it.

Represent the text to find another text that is a caption of the same image!

A commercial truck covered with graffiti drives past an iron fence.

The back of a sign that has some stickers on it.


Question: A boat floats in the middle of the water under a blue sky.

represent the description about an image caption for finding similar short descriptions:

Lonely shot of old wooden boat in large bay with open water.

A small boat drives on a lake surrounded by trees.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Sign indicating motorists to stop at intersection with trees lining sides.

A red, white and black sign in a wooded area.

A no parking and No Left Turn sign sits on the side walk of the neighborhood.


Question: Represent the text to find another text that is a caption of the same image

Question: A cat laying on top of a large brown and black dog.

Represent the description about an image caption for finding similar short descriptions

a cat sleeping on a much larger dog on the floor

Represent the text to find another text that is a caption of the same image

A cat sitting on top of a wooden table next to a yellow motorcycle.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Large truck clad with outdoor gear and people, in the wooded environment

Represent this image caption as a vector to find a similar short description

A truck that has a canopy with people under it.

A business truck with metal staging in the back on a city street.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a train car with some people inside of it

A green passenger train on the tracks in a station.

a couple of horses pulling a cart with people in it


Question: Represent this image caption as a vector to find a similar short description

Question: a black and white cat is on a couch

The kitten is enjoying the treats on the plate.


Question: Represent this image caption as a vector to find a similar short description.

Question: The cat is laying on the woman's shoulders while she is reading a book.

A woman reading a book has cat sitting on her shoulder.

A young man siting on a chair with a cat sleeping behind him.


Question: Represent the text to find another text that is a caption of the same image

Question: a bunch of kites that are being flown

A bunch of kites flying through the air.

Represent this image caption as a vector to find a similar short description:

a big propeller plane is being worked on


Question: Represent this image caption as a vector to find a similar short description

Question: a table and two chairs and a cat sitting in the window

A cat sitting on a ledge, with a lamp next to it.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a red black and white truck some people and buildings

Represent the text to find another text that is a caption of the same image

a black red and white sign some rocks and water


Question: represent the description about an image caption for finding similar short descriptions:

Question: A majestic exotic beach with sand and rocks and beach

represent this image caption as a vector to find a similar short description

Two boats that are sitting in the ocean.

A lush green forest filled with trees and rocks.


Question: Represent the description about an image caption for finding similar short descriptions

Question: a black cat laying in a sink in front of two mirrors.

represent the description about an image caption for finding similar short descriptions

A cat that is in a sink looking in a mirror.

represent this image caption as a vector to find a similar short description

a cat standing on a wooden table in front of a coffee cup.


Question: Represent the text to find another text that is a caption of the same image

Question: A fire truck sitting on the cement near a building.

An old firetruck is parked outside of a large building.

Represent this image caption as a vector to find a similar short description

A fire hydrant standing near a wooded area.


Question:
represent the description about an image caption for finding similar short descriptions.

The query could be 'There are two feet on a skateboard doing a side roll.' and should be close to 'a person riding on a skate board on its side' but very far from 'A fish-eye view of a man doing a skateboarding jump.'

Question: An elephant, a giraffe, and two carousal horses on a carousal.

Represent the description about an image caption for finding similar short descriptions.

A carousel view shows the circular.. lighted center and several rides, including horses, a giraffe and an elephant.

A couple of women riding an elephant while sitting on a bench.


Question: Represent the text to find another text that is a caption of the same image

Question: a cat stands on top of a table

represent the text to find another text that is a caption of the same image

An adult cat sits upon a crowded counter top.


Question: Represent this image caption as a vector to find a similar short description

Question: A herd of elk grazing in a field doted with pine trees.

Represent the description about an image caption for finding similar short descriptions

A herd of deer in a field down a hill from a house.

represent the text to find another text that is a caption of the same image:

Four cows grazing and resting in the shade of trees.


Question: Represent this image caption as a vector to find a similar short description

Question: Fire truck with lights on traveling quickly down city street.

A firetruck traveling on a downtown busy street.

A bus driving down a town road with buildings behind it.


Question: Represent this image caption as a vector to find a similar short description

Question: some people with suitcases  walking away from a train

Represent the text to find another text that is a caption of the same image:

Several people walking on a platform near a train.

Represent the description about an image caption for finding similar short descriptions

a man with a suitcase looking at some lockers


Question:
represent this
Examples:

Given A group of people standing on top of a sandy beach. it matches with Many people are on a beach near the ocean.  but not with A group of horses standing on top of a grass covered field.

Question: A group of cows that are standing in the grass.

Represent the text to find another text that is a caption of the same image

A group of horses that are standing in the snow.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A train pulling three cars behind it across a cross walk.

A small train with passengers driving down the road.

A train traveling across a bridge over a river.


Question: Represent this image caption as a vector to find a similar short description

Question: A cat lying on a bed beside a laptop computer.

The lap top screen illuminates the cats eyes.

A baby girl sitting in front of a laptop computer.


Question: Represent the next text

Question: a couple of cows graze on some green grass

Represent this image caption as a vector to find a similar short description

Brown cows are grazing in a geeen field.


Question: represent the text to find another text that is a caption of the same image

Question: some street signs looking all deformed to the water on glass

represent the description about an image caption for finding similar short descriptions:

looking through a rained on window at a stop sign and slippery road sign

Represent the text to find another text that is a caption of the same image!

some boats a dock water clouds and a building


Question: represent text

Question: A cat sitting near a computer and keyboard on a desk.

represent:
Examples:

"A sliver car parked on street with light posts in the background." == "a parking meter in a mostly empty parking lot at night"

a cat on a desk with a keyboard and a mouse


Question: Represent the description about an image caption for finding similar short descriptions

Question: a brown and white bull is standing on a hill

Represent the text to find another text that is a caption of the same image

The cow is perched on a rather steep hill.

The brown and white horse is sitting on the ground


Question: Represent this image caption as a vector to find a similar short description

Question: A cat that is sitting on top of a book.

Represent this image caption as a vector to find a similar short description!

A white cat with black spots on it's face sitting on top of a book in a bookstore.

Represent this image caption as a vector to find a similar short description.


Question: represent this image caption as a vector to find a similar short description

Question: A stop sign in a different language at a street corner.

represent this image caption as a vector to find a similar short description
------
E.g. Several people play a video game in a living room. == two people standing near one another with remotes

represent the text to find another text that is a caption of the same image

A traffic sign next to a street sign at a cross walk.


Question: Represent the description about an image caption for finding similar short descriptions.

Question: The black cat is sitting in front of a television showing a soccer game.

A cat that is sitting in front of a television.

A dog is sleeping on the floor in front of a TV.


Question: A woman laying on top of the surfboard next to a cat.

Represent the description about an image caption for finding similar short descriptions

A woman laying on top of a surfboard next to a black cat.

A man on a beach standing next to his surfboard.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A white cat lies in a terra cotta planter.

Represent the description about an image caption for finding similar short descriptions.

A cat sleeping on top of some plats in a planter.

Represent this image caption as a vector to find a similar short description

A long haired house cat, sitting in a shallow pot, is roaring.


Question: Represent the text to find another text that is a caption of the same image:

Question: A cat is sitting with his head and his paw propped up on a laptop.

represent the description about an image caption for finding similar short descriptions For instance, <<A woman is preparing a kite on an open grass field.>>  to "A woman in a field getting ready to fly a kite."

Cat lying on laptop computer in residential home.

A black, grey, and white cat sleeps on the floor with a banana resting on its side.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A cat sitting on top of a chair.

Represent this image caption as a vector to find a similar short description

represent this image caption as a vector to find a similar short description


Question: represent the description about an image caption for finding similar short descriptions!

Question: A man with a tie that is standing in the grass.

A man wearing a shirt and tie standing in a field.

represent the description about an image caption for finding similar short descriptions:

A boy with a board that is standing in the water.


Question: Represent the text to find another text that is a caption of the same image

Question: A rusty truck that has a cracked side mirror.

A vintage truck with green paint and rust.

Represent the description about an image caption for finding similar short descriptions

A silver truck with two air conditioners on it's flat bed.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A black-and-white tuxedo cat looks at her reflection in a mirror.

Represent the description about an image caption for finding similar short descriptions!

A small dog dressed in a colorful outfit looks out a car window.


Question:
represent the text to find another text that is a caption of the same image

------

E.g. a kitchen that has a stove and a icebox == A kitchen has wood cabinets, a dishwasher, sink, and refrigerator.  != a kitchen area with a scale cabinets and books

Question: A red fire truck sitting on the grass, near a pole.

Older fire engine parked on grass near town.

A motorcycle parked on grass next to a street.


Question: Represent the text to find another text that is a caption of the same image.

Question: a service truck charging the battery on a car

A white car and a white truck with logos

a car being lifted by a crane near a boat


Question: Represent the text to find another text that is a caption of the same image

Question: Dirty old truck stick in traffic on a cloudy day.

A truck is driving down a road with other cars.

Represent the text to find another text that is a caption of the same image

Large train riding down the tracks on a cloudy day.


Question: A bench that is sitting between two trains.

A couple of trains parked inside of a train station.

A tall house sitting between two roads with traffic lights.


Question: Represent the text to find another text that is a caption of the same image

Question: A bunch of animals sitting and standing around in a tropical area.

Many cows in a tropical environment near houses.

represent the description about an image caption for finding similar short descriptions

A giraffe and some other animal standing in a field.


Question: Represent the description about an image caption for finding similar short descriptions

Question: An elephant standing in the dirt near trees and logs.

An elephant walking alongside edge of enclosure trotting

A pair of zebras standing in a field near some bushes.


Question: Represent this image caption as a vector to find a similar short description

Question: a couple of stop signs that are next to some people

Represent the text to find another text that is a caption of the same image.

A decorative stop sign on a busy sidewalk.

Represent this image caption as a vector to find a similar short description

a couple of people that are sitting on top of a horse


Question: Represent the text to find another text that is a caption of the same image

Question: A herd of three cattle walking together in a grassy area.

Represent this image caption as a vector to find a similar short description!

A herd of cattle standing on top of a grass field.

A horse grazing on grass in a large open field.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A train driving down the tracks near a building.

Represent this image caption as a vector to find a similar short description.

A train traveling down tracks next to a field.

A train running across a bridge over water.


Question: Represent the text to find another text that is a caption of the same image

Question: An adult and baby cow staring out at several other cows in a green field.

Represent the description about an image caption for finding similar short descriptions

A long horn and baby cow stand together in the grass.

A group of brown horses standing next to each other in a dirt field.


Question:
represent!
------
Fewshots:
'A little girl that is holding onto a glove.' == 'A little boy standing in a hallway with a baseball mitt' != 'A little girl that is standing next to a horse.'

Question: a cat laying its front paws on a person's legs

Represent this image caption as a vector to find a similar short description

represent this image caption as a vector to find a similar short description

a cat gripping a toy and curled up with it on the floor


Question: Represent the text to find another text that is a caption of the same image

Question: A cat has its paw up to a television with a dog on it.

Represent this image caption as a vector to find a similar short description:

Kitten playing with a dog that is on the tv.

A dog laying upside down on a bed, for the camera.


Question: Represent the text to find another text that is a caption of the same image

Question: a male in a red shirt and a yellow red black and white sign

represent the description about an image caption for finding similar short descriptions.

A person in a red shirt running outside.

a woman in a black top and a black and white street sign


Question: Represent the description about an image caption for finding similar short descriptions.

Question: An old photograph of a man and a two-headed cow.

Represent the description about an image caption for finding similar short descriptions.

A man standing by a spotted cow in a field.

represent the text to find another text that is a caption of the same image!

A professional photograph of a hat wearing young woman riding a black horse.


Question: represent this image caption as a vector to find a similar short description

Question: An orange and white cat curls up on a gray surface

represent the description about an image caption for finding similar short descriptions
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Example:
Provided: "A stove top oven sitting inside of a kitchen." Match: "this kitchen is all white and all white appliances"

Represent this text
A black and brown dog rests on a bed.


Question: Represent this image caption as a vector to find a similar short description!

Question: A person in a tuxedo near a couch and chairs.

A man in a tuxedo poses beside a leopard print chair

A woman sitting on a couch next to a cat.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Two boats left abandoned in the grass on a sunny day.

Two fishing boats sitting on a grassy field.

Represent the description about an image caption for finding similar short descriptions

A shore is lined with boats on a beach near the ocean.


Question: Represent the text to find another text that is a caption of the same image

Question: A bag sits on a white sheeted bed

represent the text to find another text that is a caption of the same image

A brown flower covered hand bag sitting on top of a bed.

A yellow lamp lies on the kitchen counter


Question: Represent the text to find another text that is a caption of the same image!

Question: A black and brown dog is laying on a tile floor.

A dog sits in front of a table of supplies.

represent the description about an image caption for finding similar short descriptions


Question: Represent this image caption as a vector to find a similar short description

Question: Open ended truck with a whole orchestra band riding within

A truck carrying a crowd of photographs filming an outdoor event.

one motorcycle with a side car and a regular motorcycle racing among some hay bails


Question: Represent the description about an image caption for finding similar short descriptions!

Question: A paw that is on the top of a keyboard.

Represent the text to find another text that is a caption of the same image

Cats paws on side of keyboard, about to press keys


Question: Represent this image caption as a vector to find a similar short description

Question: a red truck is driving over a crushed car

a red and silver truck some grass and some people

Represent this image caption as a vector to find a similar short description

a blue and white truck is driving down the street


Question: Represent this image caption as a vector to find a similar short description

Question: a table top with a candy bar and back pack on it

represent this image caption as a vector to find a similar short description

E.g.:
The small bathroom is brightly lit above the mirror and shower. == The bathroom contains a bathtub and shower, toilet and sink.

A table with a bag and items from it arranged on top.

Represent the description about an image caption for finding similar short descriptions:

a wooden table that has some win and glasses on it


Question: Represent the text to find another text that is a caption of the same image

Question: a large truck parked near a pole

a bike parked near a fire hydrant near a house


Question: Represent the description about an image caption for finding similar short descriptions

Question: The two cows in front are telling each other secrets,

a couple of giraffes that are standing next to each other


Question:
represent the text to find another text that is a caption of the same image!
------
The provided query could be 'People standing by a luggage carrousel for terminal 4. ' and the positive 'The young men are waiting for their suitcases in the airport. ' and the negative 'Two people with portable suitcases heading towards a greyhound bus. '

Question: A towel, surfboard, and backpack laying in the sand.

Represent the text to find another text that is a caption of the same image

A bunch of surfboards are standing in a room.


Question:
represent the description about an image caption for finding similar short descriptions.

E.g. 'Two people are walking down a snowy path with an umbrella.' == 'Two people walking in the snow with an umbrella.' != 'A male hiker is standing in the middle of a road with an umbrella.'

Question: Several elephants walking in the grass near each other.

Represent this image caption as a vector to find a similar short description

Represent the description about an image caption for finding similar short descriptions!

Three giraffes sitting in the grass next to a lake.


Question: represent this image caption as a vector to find a similar short description

Question: A girl holding her hand up next to a stop sign.

represent the text to find another text that is a caption of the same image.

A doll holding up its hands in front of a plane.


Question: Represent the text to find another text that is a caption of the same image.

Question: a black and white cat sitting on top of a television set

a cat pokes it head out from behind a television

Represent the description about an image caption for finding similar short descriptions

a cat sitting inside a lunch bag on top of a dresser


Question: Represent the text to find another text that is a caption of the same image:

Question: An old rusty car with a headlight missing

an old antique style truck with a rusted exterior

Represent this image caption as a vector to find a similar short description:

an old truck parked with a piece of wood in the engine


Question: represent the text to find another text that is a caption of the same image

Question: a green train is coming down some tracks

Represent the description about an image caption for finding similar short descriptions

In the distance lies a maze of street lights and wires and some buildings, while closer lies, some rural looking homes right behind the view's predominant feature; a number of train tracks, and a long row of train cars on one track.


Question: represent the text to find another text that is a caption of the same image

Question: a stop sign sits in front of some trees

A stop sign with graffiti sprayed onto it.

a car with a tarp on sits in front if a house


Question: Represent the description about an image caption for finding similar short descriptions

Question: A black cat sitting in front of a TV screen.

represent the text to find another text that is a caption of the same image:

A cat is lying on a table, watching a television.

represent the description about an image caption for finding similar short descriptions

A cat standing in front of a mirror on a floor.


Question: Represent this image caption as a vector to find a similar short description

Question: Two parking meters that are set on one pole.

Represent the text to find another text that is a caption of the same image!

A parking meter with two cars parked beside it.

Two red street lights that are on a wire.


Question: Represent this image caption as a vector to find a similar short description

Question: A yellow tractor parked next to a  yellow service truck.

a couple of work trucks are parked outside

represent this image caption as a vector to find a similar short description

E.g.:
A bag sits open on the counter of a modern kitchen. == A kitchen filled with a large metallic freezer refrigerator

A motorcycle parked next to a  wooden bench.


Question: Represent the text to find another text that is a caption of the same image

Question: A cat is laying down in an open umbrella.

Represent the text to find another text that is a caption of the same image.

A black cat laying down in an upside down umbrella.

An orange striped cat is playing in an open suitecase.


Question: Represent the text to find another text that is a caption of the same image

Question: A camo colored truck sits on a driveway.

Represent the description about an image caption for finding similar short descriptions.

A large camo painted truck sitting in a parking lot.

An old black and white stove sits on a grass area near a sidewalk.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A child and and a dog walking on steps with a dock in the background.

Represent this image caption as a vector to find a similar short description

Represent the text to find another text that is a caption of the same image

Black motor cycle parked on the side of the road with the view of a bridge in the background.


Question: Represent the description about an image caption for finding similar short descriptions.

Question: Cattle in a green pasture outside a chalet style building.

Represent this image caption as a vector to find a similar short description!


Question: Represent the description about an image caption for finding similar short descriptions

Question: Had laying on the wooden table looking off into distant

represent this image caption as a vector to find a similar short description!

represent the text to find another text that is a caption of the same image

a couple of guys laying down on the concrete


Question:
represent the description about an image caption for finding similar short descriptions

Examples:
Provided: A room with several chairs, tables and statutes.  Match: Fancy room with statue and pillars on sunny day Hard Negative: A room with an unmade bed, two lamps and a mirror.

Question: A cat that is sitting on a table near a boat.

Represent the text to find another text that is a caption of the same image

A cat laying on the ground beneath a vehicle.


Question: Represent the text to find another text that is a caption of the same image

Question: a bunch of cows are walking down the street

Several young boys leading a heard of cattle.


Question: Represent the description about an image caption for finding similar short descriptions:

Question: People stand near the cow eating from a blue bucket.

A group of people watch a livestock animal at a trough.

Represent the description about an image caption for finding similar short descriptions!

A man takes a photo of a cat sitting on a car.


Question: Represent the text to find another text that is a caption of the same image

Question: A truck with a cage in the bed carries live animals on a highway.

A truck with two animals gated in driving down the road.

Represent the description about an image caption for finding similar short descriptions

A truck is parked with a horse in a wagon behind it.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A black and white cat is curled up on a piece of furniture.

Black and white cat lying on couch with head on arm rest.

A grey cat is laying on a filled suitcase.


Question: Represent the description about an image caption for finding similar short descriptions!

Question: A cat lying stretched out, eye-level with a keyboard.

Represent the description about an image caption for finding similar short descriptions

A cat laying on its side near a keyboard.

A dog with his head turned upside down while lying on a bed.


Question: Represent the text to find another text that is a caption of the same image

Question: Brown and white cow sticking his head over a white railing.

A young cow looking out through a cage..

Represent the text to find another text that is a caption of the same image.

Large giraffe leaning its head over a wooden barrier.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A cat is cradled by a female while she is using a laptop computer.

a woman is holding a black sleeping cat and a laptop

represent this image caption as a vector to find a similar short description!

A man sits next to a woman who is taking a picture with her phone.


Question: Represent the description about an image caption for finding similar short descriptions.

Question: A truck that is driving down the street.

A dump truck and a small passenger car at a stop light by a bank

Represent the text to find another text that is a caption of the same image:

A car moving fast on the intersection at night.


Question: Represent the text to find another text that is a caption of the same image

Question: A red stop sign sitting above a metal pole.

A large stop sign on top of a round blue sign with various stickers stuck to it.

Represent this image caption as a vector to find a similar short description

A white street sign next to a tall green tree.


Question: represent the following document

Question: Two cats laying on a couch with multi colors.

Represent the text to find another text that is a caption of the same image

a black cat laying on red bed over a cabinet.


Question: represent this image caption as a vector to find a similar short description

Question: an orange and white cat is lying on a black suitcase

a black and white cat is sitting on a yellow and red chair


Question: Represent the text to find another text that is a caption of the same image

Question: A red stop sign sitting on the side of a road.

Two traffic signs and a parking sign located on metal poles.

A black motorcycle parked on the side of a road.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Three cats lying together sleeping on a sofa.

represent the description about an image caption for finding similar short descriptions.

Two dogs laying down on a wooded porch area.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Rental truck with top ripped off and bicyclist on bike looking on.

A truck that is torn apart in the street.

Represent the description about an image caption for finding similar short descriptions

Man on sidewalk riding bicycle with surfers carrying board near beach.


Question: represent this

Question: A train on the tracks next to a wooded area.

The bus is travelling alongside the tall weeds.

represent the text to find another text that is a caption of the same image

A fire hydrant on a path next to the woods.


Question: Represent this image caption as a vector to find a similar short description

Question: There is a stop sign at the intersection of Hyde Drive and Jekyll Road.

Represent the description about an image caption for finding similar short descriptions!

A stop sign is at the intersection of HYDE and JERYLL.

Two women are walking near a street sign for Main Street.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A train driving toward a station where people are waiting.

represent this image caption as a vector to find a similar short description:

A train that is sitting on a train track.

A bus pulling up to a sidewalk where there are people standing.


Question: Represent this image caption as a vector to find a similar short description

Question: a train in a park rides the rails fastly

Represent the text to find another text that is a caption of the same image

Train conductor inside guiding the train down the track.

a white train is driving down some tracks


Question: Represent the text to find another text that is a caption of the same image

Question: A cat in a bundle plays with some yarn

Represent this image caption as a vector to find a similar short description

a cat laying in a suitcase full of clothing and books

a cat is sitting in a suitcase with some clothing


Question: Represent this image caption as a vector to find a similar short description

Question: A parking meter next to a purple brick wall.

A purple brick building with a black and blue parking meter.

The front of a green bus parked inside next to a blue bus.


Question: a trains zips down the rail way in sun

A train on train tracks near a boarding station.

a train in station moving besides the buildings


Question: Represent the text to find another text that is a caption of the same image

Question: The single train car is beside a passenger train.

represent the text to find another text that is a caption of the same image

two trains on train tracks near one another

represent the description about an image caption for finding similar short descriptions

The double length city bus is driving near a street cone.


Question: Represent the description about an image caption for finding similar short descriptions

Question: A truck that is sitting on the grass.

A truck partially parked on a road carrying building materials.

Represent the text to find another text that is a caption of the same image


Question: represent this image caption as a vector to find a similar short description

Question: A large group of people who are standing in a bed of a truck as it drives through water.

People riding on the back of a truck through water.

A group of people that are standing near a cart with suitcases.


Question: Represent this image caption as a vector to find a similar short description

Question: a cute kitten laying next to a teddy bear

a little teddy bear sitting on a chair with a cup


Question: Represent the description about an image caption for finding similar short descriptions!

Question: I think this is a warning sign for people not to ski here

Represent the text to find another text that is a caption of the same image:

These people are posing for a picture before they continue to ski.


Question: represent this image caption as a vector to find a similar short description

Question: A parking meter sitting on the side of a parked car.

A machine that is standing next to a vehicle.

Represent this image caption as a vector to find a similar short description

A motorcycle parked on a sidewalk beside a brick building.


Question: Represent the description about an image caption for finding similar short descriptions:

Question: Stop sign posed in intersection, in opaque landscape

A stop sign that is sitting on top of a pole.

Represent the description about an image caption for finding similar short descriptions

Clock tower in middle of area with sunset over ocean


Question: represent this image caption as a vector to find a similar short description

Question: a man that is in some water with a cow

A foreign man touching the back of a cow.

represent the text to find another text that is a caption of the same image


Question: Represent the text to find another text that is a caption of the same image

Question: The trains are on the sides of the tracks.

represent this image caption as a vector to find a similar short description

A couple of trains that are sitting on tracks.

The train is waiting on the tracks under the bridge.


Question: Represent the description about an image caption for finding similar short descriptions

Question: Cat sleeping next to various office supplies in a table.

Represent the description about an image caption for finding similar short descriptions

A cluttered table with a computer in a living room.


Question: Represent the text to find another text that is a caption of the same image

Question: A vintage truck is parked outside next to other old cars.

an old style car parked near many other cars

A bike is parked next to a passing train.


Question: Represent the text to find another text that is a caption of the same image

Question: a dog stands at a back door window looking

A dog standing inside a door looking through the glass.


Question: Represent this image caption as a vector to find a similar short description

Question: a black cat is laying on a wood table

A large black cat laying across a wooden table.

an orange cat is lying on a white blanket


Question: Represent the text to find another text that is a caption of the same image.

Question: Two cats are pictured laying on a couch.

Represent the text to find another text that is a caption of the same image

A couple of cats laying on top of a couch.

represent this image caption as a vector to find a similar short description

Two stuffed bears are sitting on a bench.