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Tensorflow Object Detection CSV
Tensorflow Object Detection CSV

To train a model with the Tensorflow Object Detection API you'll need a TFRecord file. Unfortunately, that binary format is not human-readable so, traditionally, you would convert to this specific CSV format first and then use a custom script to create the TFRecord.

With Roboflow, you don't need to do that because we can export TFRecords directly. But, if you do want to inspect the contents for yourself, you can still use Roboflow to create the CSV. Or, if you already have your data in the Tensorflow CSV format you can use Roboflow to convert it to another annotation format to dip your toe in the waters beyond the Tensorflow ecosystem.

Tensorflow Object Detection CSV

CONVERT To
CONVERT From
MODELS
EXAMPLE
Use Roboflow to convert
Tensorflow Object Detection CSV
to the following formats.
Tensorflow Object Detection CSV
 to 
COCO JSON
Tensorflow Object Detection CSV
 to 
Tensorflow TFRecord
Tensorflow Object Detection CSV
 to 
Pascal VOC XML
Tensorflow Object Detection CSV
 to 
CreateML JSON
Tensorflow Object Detection CSV
 to 
YOLO Darknet TXT
Tensorflow Object Detection CSV
 to 
YOLOv7 PyTorch TXT
Tensorflow Object Detection CSV
 to 
YOLOv5 PyTorch TXT
Tensorflow Object Detection CSV
 to 
Google Cloud AutoML Vision CSV
Tensorflow Object Detection CSV
 to 
Sagemaker GroundTruth Manifest
Tensorflow Object Detection CSV
 to 
meituan/yolov6
Tensorflow Object Detection CSV
 to 
Scaled-YOLOv4 TXT
Tensorflow Object Detection CSV
 to 
YOLO Keras TXT
Tensorflow Object Detection CSV
 to 
OpenAI CLIP Classification
Tensorflow Object Detection CSV
 to 
RetinaNet Keras CSV
Tensorflow Object Detection CSV
 to 
Multiclass Classification CSV
Tensorflow Object Detection CSV
 to 
YOLOv4 PyTorch TXT
Tensorflow Object Detection CSV
 to 
YOLOv5 Oriented Bounding Boxes
Use Roboflow to convert the following formats to
Tensorflow Object Detection CSV
format.
COCO JSON
to
Tensorflow Object Detection CSV
Pascal VOC XML
to
Tensorflow Object Detection CSV
CreateML JSON
to
Tensorflow Object Detection CSV
YOLO Darknet TXT
to
Tensorflow Object Detection CSV
Sagemaker GroundTruth Manifest
to
Tensorflow Object Detection CSV
Google Cloud AutoML Vision CSV
to
Tensorflow Object Detection CSV
SuperAnnotate JSON
to
Tensorflow Object Detection CSV
LabelMe JSON
to
Tensorflow Object Detection CSV
Supervisely JSON
to
Tensorflow Object Detection CSV
LabelBox JSON
to
Tensorflow Object Detection CSV
Scale AI JSON
to
Tensorflow Object Detection CSV
VGG Image Annotator JSON
to
Tensorflow Object Detection CSV
VGG Image Annotator CSV
to
Tensorflow Object Detection CSV
VoTT JSON
to
Tensorflow Object Detection CSV
VoTT CSV
to
Tensorflow Object Detection CSV
LabelBox Video JSON
to
Tensorflow Object Detection CSV
IBM Cloud Annotations JSON
to
Tensorflow Object Detection CSV
Unity Perception JSON
to
Tensorflow Object Detection CSV
YOLO Keras TXT
to
Tensorflow Object Detection CSV
OIDv4 TXT
to
Tensorflow Object Detection CSV
RetinaNet Keras CSV
to
Tensorflow Object Detection CSV
OpenImages CSV
to
Tensorflow Object Detection CSV
Multiclass Classification CSV
to
Tensorflow Object Detection CSV
Marmot XML
to
Tensorflow Object Detection CSV
Kaggle Wheat CSV
to
Tensorflow Object Detection CSV
Udacity TXT
to
Tensorflow Object Detection CSV
Here are pre-configured models that use
Tensorflow Object Detection CSV
. 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.
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.
tensorflow.csv
filename,width,height,class,xmin,ymin,xmax,ymax
000001.jpg,500,375,helmet,111,144,134,174
000001.jpg,500,375,helmet,178,84,230,143
000007.jpg,500,466,helmet,115,139,180,230
000007.jpg,500,466,helmet,174,156,201,219
000007.jpg,500,466,helmet,197,177,231,227
000007.jpg,500,466,helmet,247,124,294,203
000007.jpg,500,466,helmet,280,127,337,208
000007.jpg,500,466,helmet,336,148,387,223
000007.jpg,500,466,helmet,375,152,410,219