Google's Cloud AutoML Vision is a one-click training solution for object detection models. It uses its own CSV format that references image files in Google Cloud Storage buckets. To learn more, check out our full benchmark of Google Cloud AutoML Vision.
With Roboflow Pro, you can export annotations from any format into the proper format to get up and running with Cloud AutoML in seconds.
With Roboflow, you can deploy a computer vision model without having to build your own infrastructure.
Below, we show how to convert data to and from
Google Cloud AutoML Vision CSV
. We also list popular models that use the
Google Cloud AutoML Vision CSV
data format. Our conversion tools are free to use.
Free data conversion
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Free data conversion
SOC II Type 1 Compliant
Trusted by 250,000+ developers
The
models all use the
data format.
TRAIN,gs://roboflow-platform-transforms/JW38IllTMkcS3HGC9IdKSwGtc5g1/18x5vcUUHj2YgtdY6wkH/transformed.jpg,helmet,0.256,0.224,0.466,0.224,0.466,0.36666666666666664,0.256,0.36666666666666664
TRAIN,gs://roboflow-platform-transforms/JW38IllTMkcS3HGC9IdKSwGtc5g1/18x5vcUUHj2YgtdY6wkH/transformed.jpg,helmet,0.316,0.6333333333333333,0.58,0.6333333333333333,0.58,0.8013333333333333,0.316,0.8013333333333333
TRAIN,gs://roboflow-platform-transforms/JW38IllTMkcS3HGC9IdKSwGtc5g1/3xEsBTofg5wE5QlciVbL/transformed.jpg,helmet,0.09183673469387756,0.007272727272727273,0.2653061224489796,0.007272727272727273,0.2653061224489796,0.31636363636363635,0.09183673469387756,0.31636363636363635
TRAIN,gs://roboflow-platform-transforms/JW38IllTMkcS3HGC9IdKSwGtc5g1/3xEsBTofg5wE5QlciVbL/transformed.jpg,helmet,0.6612244897959184,0.10545454545454545,0.8081632653061225,0.10545454545454545,0.8081632653061225,0.4,0.6612244897959184,0.4
TRAIN,gs://roboflow-platform-transforms/JW38IllTMkcS3HGC9IdKSwGtc5g1/3xEsBTofg5wE5QlciVbL/transformed.jpg,helmet,0.5489795918367347,0.20363636363636364,0.6632653061224489,0.20363636363636364,0.6632653061224489,0.43636363636363634,0.5489795918367347,0.43636363636363634
TRAIN,gs://roboflow-platform-transforms/JW38IllTMkcS3HGC9IdKSwGtc5g1/3xEsBTofg5wE5QlciVbL/transformed.jpg,helmet,0.24489795918367346,0.04363636363636364,0.363265306122449,0.04363636363636364,0.363265306122449,0.29818181818181816,0.24489795918367346,0.29818181818181816
VALIDATE,gs://roboflow-platform-transforms/JW38IllTMkcS3HGC9IdKSwGtc5g1/1HwmHNcOur7rLexvxKAE/transformed.jpg,helmet,0.868,0.30513595166163143,0.94,0.30513595166163143,0.94,0.4350453172205438,0.868,0.4350453172205438
VALIDATE,gs://roboflow-platform-transforms/JW38IllTMkcS3HGC9IdKSwGtc5g1/1HwmHNcOur7rLexvxKAE/transformed.jpg,helmet,0.564,0.3323262839879154,0.636,0.3323262839879154,0.636,0.4229607250755287,0.564,0.4229607250755287
TEST,gs://roboflow-platform-transforms/JW38IllTMkcS3HGC9IdKSwGtc5g1/DpXAgMz4QM6oXS6NhzWm/transformed.jpg,helmet,0.6,0.40168539325842695,0.674,0.40168539325842695,0.674,0.547752808988764,0.6,0.547752808988764