license:cc-by-nc-nd-4.0 size_categories:n<1K format:imagefolder modality:image library:datasets library:mlcroissant region:us
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license: cc-by-nc-nd-4.0
---
## Description
314,178 Images 18_Gestures Recognition Data. This data diversity includes multiple scenes, 18 gestures, 5 shooting angels, multiple ages and multiple light conditions. For annotation, gesture 21 landmarks (each landmark includes the attribute of visible and visible), gesture type and gesture attributes were annotated. This data can be used for tasks such as gesture recognition and human-machine interaction.

For more details, please refer to the link: https://www.nexdata.ai/datasets/computervision/957?source=Huggingface



## Data size
314,178 images, 18 gestures

## Population distribution
the race distribution is yellow race, the gender distribution is male and female, the age distribution is mainly young and middle-aged

## Collection environment
indoor scenes and outdoor scenes (natural scenery, roadside street view, square, etc.)

## Data diversity
multiple scenes, 18 gestures, 5 shooting angels, multiple ages, multiple light conditions

## Collection device
cellphone

## Image parameter
the image format is .jpg, the annotated file format is .json

## Annotation content
21 landmarks annotation (each landmark includes the attribute of visible and visible), gesture type annotation, gesture attributes annotation

## Accuracy
the accuracy of gesture landmarks annotation is not less than 95%; the accuracies of gesture type and gesture attributes are not less than 95%

# Licensing Information
Commercial License
