How To Convert Google Cloud AutoML Vision CSV to Tensorflow TFRecord

If your labeling tool exported annotations in the

AutoML Vision

format, but you’re trying to use a

model that needs


annotations, we’ve got you covered. You can convert those in 3 clicks with Roboflow.

Step 1: Create a Free Roboflow Account

Roboflow is the universal conversion tool for computer vision annotation formats. It's completely free for your first 1,000 images. You'll need an account to convert your dataset.

Step 2: Upload your data into Roboflow

Once your account has been created, click Create Dataset.

Upload your data to Roboflow by dragging and dropping your
Google Cloud AutoML Vision CSV
images and annotations into the upload space.
Upload Data To Roboflow

Step 3: Generate Dataset Version

Next, you can choose Preprocessing and Augmentation options for your dataset version and then click Generate.

Step 4: Export Dataset Version

After generating, you will be prompted to Export your dataset. You can choose to receive your dataset as a .zip file or a curl download link. You can also choose which format you would like to export. Choose

Tensorflow TFRecord


Congratulations, you have successfully converted your dataset from

Google Cloud AutoML Vision CSV

format to

Tensorflow TFRecord


Next Steps