Formats
Google Cloud AutoML Vision CSV
Object Detection
IMPORTEXPORT
FEATURED
Object Detection

Google Cloud AutoML Vision CSV

The CSV format needed for Google's AutoML Vision tool.

Overview

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.

Format Description

Below, learn the structure of Google Cloud AutoML Vision CSV.

automl.csv
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

Split and Merge Datasets

With Roboflow supervision, an open source Python package with utilities for completing computer vision tasks, you can merge and split detections in Google Cloud AutoML Vision CSV. Read our dedicated guides to learn how to merge and split Google Cloud AutoML Vision CSV detections.

Split detections in Google Cloud AutoML Vision CSV

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Merge detections in Google Cloud AutoML Vision CSV

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Supported Models

Below, see model architectures that require data in the Google Cloud AutoML Vision CSV format when training a new model.

On each page below, you can find links to our guides that show how to plot predictions from the model, and complete other common tasks like detecting small objects with the model.

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Convert Data from Google Cloud AutoML Vision CSV

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Formats
Google Cloud AutoML Vision CSV

What is Google Cloud AutoML Vision CSV?

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.

Deploy Models with Ease on Roboflow

With Roboflow, you can deploy a computer vision model without having to build your own infrastructure.

Get Started Today

Google Cloud AutoML Vision CSV

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.

CONVERT To
CONVERT From
EXAMPLE

Convert Data to Google Cloud AutoML Vision CSV

Use Roboflow to convert
Google Cloud AutoML Vision CSV
to the following formats.

Roboflow is a trusted solution for converting and managing your data. Today, over 250,000 datasets are managed on Roboflow, comprised of 100 million labeled and annotated images.

With Roboflow, you get a solution with:
‍

Free data conversion

SOC II Type 2 Compliant

Trusted by 250,000+ developers

Google Cloud AutoML Vision CSV
 to 
YOLOv8 PyTorch TXT
Google Cloud AutoML Vision CSV
 to 
YOLOv8 Oriented Bounding Boxes
Google Cloud AutoML Vision CSV
 to 
PaliGemma JSONL
Google Cloud AutoML Vision CSV
 to 
YOLOv10 PyTorch TXT
Google Cloud AutoML Vision CSV
 to 
YOLOv9 PyTorch TXT
Google Cloud AutoML Vision CSV
 to 
Florence-2
Google Cloud AutoML Vision CSV
 to 
YOLOv11 PyTorch TXT
Google Cloud AutoML Vision CSV
 to 
OpenAI GPT-4o Object Detection JSONL
Google Cloud AutoML Vision CSV
 to 
COCO Run-Length Encoding (RLE)
Google Cloud AutoML Vision CSV
 to 
Tensorflow TFRecord
Google Cloud AutoML Vision CSV
 to 
Pascal VOC XML
Google Cloud AutoML Vision CSV
 to 
COCO JSON
Google Cloud AutoML Vision CSV
 to 
CreateML JSON
Google Cloud AutoML Vision CSV
 to 
YOLO Darknet TXT
Google Cloud AutoML Vision CSV
 to 
YOLOv7 PyTorch TXT
Google Cloud AutoML Vision CSV
 to 
YOLOv5 PyTorch TXT
Google Cloud AutoML Vision CSV
 to 
Sagemaker GroundTruth Manifest
Google Cloud AutoML Vision CSV
 to 
meituan/yolov6
Google Cloud AutoML Vision CSV
 to 
Scaled-YOLOv4 TXT
Google Cloud AutoML Vision CSV
 to 
YOLO Keras TXT
Google Cloud AutoML Vision CSV
 to 
OpenAI CLIP Classification
Google Cloud AutoML Vision CSV
 to 
RetinaNet Keras CSV
Google Cloud AutoML Vision CSV
 to 
Tensorflow Object Detection CSV
Google Cloud AutoML Vision CSV
 to 
Multiclass Classification CSV
Google Cloud AutoML Vision CSV
 to 
YOLOv4 PyTorch TXT
Google Cloud AutoML Vision CSV
 to 
YOLOv5 Oriented Bounding Boxes

Convert Data from Google Cloud AutoML Vision CSV

Use Roboflow to convert the following formats to
Google Cloud AutoML Vision CSV
format.

Roboflow is a trusted solution for converting and managing your data. Today, over 250,000 datasets are managed on Roboflow, comprised of 100 million labeled and annotated images.

With Roboflow, you get:
‍

Free data conversion

SOC II Type 1 Compliant

Trusted by 250,000+ developers

YOLOv8 PyTorch TXT
to
Google Cloud AutoML Vision CSV
COCO JSON
to
Google Cloud AutoML Vision CSV
Pascal VOC XML
to
Google Cloud AutoML Vision CSV
YOLO Darknet TXT
to
Google Cloud AutoML Vision CSV
CreateML JSON
to
Google Cloud AutoML Vision CSV
LabelMe JSON
to
Google Cloud AutoML Vision CSV
Sagemaker GroundTruth Manifest
to
Google Cloud AutoML Vision CSV
SuperAnnotate JSON
to
Google Cloud AutoML Vision CSV
Supervisely JSON
to
Google Cloud AutoML Vision CSV
Scale AI JSON
to
Google Cloud AutoML Vision CSV
LabelBox JSON
to
Google Cloud AutoML Vision CSV
VGG Image Annotator JSON
to
Google Cloud AutoML Vision CSV
VGG Image Annotator CSV
to
Google Cloud AutoML Vision CSV
VoTT CSV
to
Google Cloud AutoML Vision CSV
VoTT JSON
to
Google Cloud AutoML Vision CSV
LabelBox Video JSON
to
Google Cloud AutoML Vision CSV
IBM Cloud Annotations JSON
to
Google Cloud AutoML Vision CSV
Unity Perception JSON
to
Google Cloud AutoML Vision CSV
YOLO Keras TXT
to
Google Cloud AutoML Vision CSV
OIDv4 TXT
to
Google Cloud AutoML Vision CSV
RetinaNet Keras CSV
to
Google Cloud AutoML Vision CSV
OpenImages CSV
to
Google Cloud AutoML Vision CSV
Tensorflow Object Detection CSV
to
Google Cloud AutoML Vision CSV
Multiclass Classification CSV
to
Google Cloud AutoML Vision CSV
Cogniac
to
Google Cloud AutoML Vision CSV
Kaggle Wheat CSV
to
Google Cloud AutoML Vision CSV
Marmot XML
to
Google Cloud AutoML Vision CSV
Udacity TXT
to
Google Cloud AutoML Vision CSV
Roboflow is a trusted solution for converting and managing your data. Today, over 100,000 datasets are managed on Roboflow, comprised of 100 million labeled and annotated images.

Once your data is in Roboflow, just add the link from your dataset and you're ready to go. We even include the code to export to common inference formats like TFLite, ONNX, and CoreML.

Below are pre-configured models that use the
Google Cloud AutoML Vision CSV
data format
.

What computer vision models use Google Cloud AutoML Vision CSV?

The

No items found.

models all use the

Google Cloud AutoML Vision CSV

data format.

We don't currently have models that use this annotation format.
To see our entire list of computer vision models, check out the Roboflow Model Library.
automl.csv
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
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