Formats
OpenImages CSV
Object Detection
IMPORTEXPORT
FEATURED
Object Detection

OpenImages CSV

A variation on the YOLO Darknet format which removes the need for a labelmap.

Overview

Released by Google with their OpenImages dataset, this annotation format is very similar to YOLO Darknet except it contains several other columns and, instead of a numeric class ID, the class ID is a string of the form /m/xxxxx.

No known models train using the OpenImages annotation format but Roboflow can import these annotations so you can convert them into whatever other format you need!

Format Description

Below, learn the structure of OpenImages CSV.

OpenImages.csv
ImageID,Source,LabelName,Confidence,XMin,XMax,YMin,YMax,IsOccluded,IsTruncated,IsGroupOf,IsDepiction,IsInside
000026e7ee790996,xclick,/m/07j7r,1,0.071875,0.1453125,0.20625,0.39166668,0,1,1,0,0
000026e7ee790996,xclick,/m/07j7r,1,0.4390625,0.571875,0.26458332,0.43541667,0,1,1,0,0
000026e7ee790996,xclick,/m/07j7r,1,0.66875,1,0,0.5520833,0,1,1,0,0
000062a39995e348,xclick,/m/015p6,1,0.20620842,0.849224,0.15463917,1,0,0,0,0,0
000062a39995e348,xclick,/m/05s2s,1,0.13747229,0.37694013,0,0.88365245,1,1,0,0,0
0000c64e1253d68f,xclick,/m/0k4j,1,0,0.5132743,0.32079646,0.6902655,0,1,0,0,0
0000c64e1253d68f,xclick,/m/0k4j,1,0.016224189,0.26843658,0.29867256,0.46238938,1,0,0,0,0
0000c64e1253d68f,xclick,/m/0k4j,1,0.48082596,0.9041298,0.23230088,0.48893806,1,0,0,0,0
0000c64e1253d68f,xclick,/m/0k4j,1,0.7522124,1,0.3318584,0.65707964,0,1,0,0,0

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 OpenImages CSV. Read our dedicated guides to learn how to merge and split OpenImages CSV detections.

Split detections in OpenImages CSV

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Merge detections in OpenImages CSV

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Supported Models

Below, see model architectures that require data in the OpenImages 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 OpenImages CSV

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Formats
OpenImages CSV

What is OpenImages CSV?

Released by Google with their OpenImages dataset, this annotation format is very similar to YOLO Darknet except it contains several other columns and, instead of a numeric class ID, the class ID is a string of the form /m/xxxxx.

No known models train using the OpenImages annotation format but Roboflow can import these annotations so you can convert them into whatever other format you need!

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

OpenImages CSV

Below, we show how to convert data to and from

OpenImages CSV

. We also list popular models that use the

OpenImages CSV

data format. Our conversion tools are free to use.

CONVERT To
CONVERT From
EXAMPLE

Convert Data to OpenImages CSV

Use Roboflow to convert
OpenImages 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

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

Convert Data from OpenImages CSV

Use Roboflow to convert the following formats to
OpenImages 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

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
OpenImages CSV
data format
.

What computer vision models use OpenImages CSV?

The

No items found.

models all use the

OpenImages 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.
OpenImages.csv
ImageID,Source,LabelName,Confidence,XMin,XMax,YMin,YMax,IsOccluded,IsTruncated,IsGroupOf,IsDepiction,IsInside
000026e7ee790996,xclick,/m/07j7r,1,0.071875,0.1453125,0.20625,0.39166668,0,1,1,0,0
000026e7ee790996,xclick,/m/07j7r,1,0.4390625,0.571875,0.26458332,0.43541667,0,1,1,0,0
000026e7ee790996,xclick,/m/07j7r,1,0.66875,1,0,0.5520833,0,1,1,0,0
000062a39995e348,xclick,/m/015p6,1,0.20620842,0.849224,0.15463917,1,0,0,0,0,0
000062a39995e348,xclick,/m/05s2s,1,0.13747229,0.37694013,0,0.88365245,1,1,0,0,0
0000c64e1253d68f,xclick,/m/0k4j,1,0,0.5132743,0.32079646,0.6902655,0,1,0,0,0
0000c64e1253d68f,xclick,/m/0k4j,1,0.016224189,0.26843658,0.29867256,0.46238938,1,0,0,0,0
0000c64e1253d68f,xclick,/m/0k4j,1,0.48082596,0.9041298,0.23230088,0.48893806,1,0,0,0,0
0000c64e1253d68f,xclick,/m/0k4j,1,0.7522124,1,0.3318584,0.65707964,0,1,0,0,0
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