Formats
OIDv4 TXT
Object Detection
IMPORTEXPORT
FEATURED
Object Detection

OIDv4 TXT

The format returned by the OpenImages Dataset v4 ToolKit.

Overview

The OIDv4 ToolKit is a neat Python package that lets you syphon off parts of Amazon's OpenImages dataset into custom object detection datasets of your own. At Roboflow, we often merge these with our own datasets (in conjunction with the label remapping pre-processing step) to get more training data.

Unfortunately, the format that OIDv4 spits out isn't compatible with any known models -- you'll need to convert them to a standard format with a tool like Roboflow.

Format Description

Below, learn the structure of OIDv4 TXT.

img0001.txt
helmet 0.0 73.041386 355.2 463.235188
person 2.56 95.46632500000001 86.4 213.357589
helmet 123.52 26.9102 826.24 594.5815520000001

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 OIDv4 TXT. Read our dedicated guides to learn how to merge and split OIDv4 TXT detections.

Split detections in OIDv4 TXT

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Merge detections in OIDv4 TXT

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Supported Models

Below, see model architectures that require data in the OIDv4 TXT 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 OIDv4 TXT

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Formats
OIDv4 TXT

What is OIDv4 TXT?

The OIDv4 ToolKit is a neat Python package that lets you syphon off parts of Amazon's OpenImages dataset into custom object detection datasets of your own. At Roboflow, we often merge these with our own datasets (in conjunction with the label remapping pre-processing step) to get more training data.

Unfortunately, the format that OIDv4 spits out isn't compatible with any known models -- you'll need to convert them to a standard format with a tool like Roboflow.

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OIDv4 TXT

Below, we show how to convert data to and from

OIDv4 TXT

. We also list popular models that use the

OIDv4 TXT

data format. Our conversion tools are free to use.

CONVERT To
CONVERT From
EXAMPLE

Convert Data to OIDv4 TXT

Use Roboflow to convert
OIDv4 TXT
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

OIDv4 TXT
 to 
PaliGemma JSONL
OIDv4 TXT
 to 
YOLOv10 PyTorch TXT
OIDv4 TXT
 to 
YOLOv9 PyTorch TXT
OIDv4 TXT
 to 
Florence-2
OIDv4 TXT
 to 
YOLOv11 PyTorch TXT
OIDv4 TXT
 to 
OpenAI GPT-4o Object Detection JSONL
OIDv4 TXT
 to 
COCO Run-Length Encoding (RLE)
OIDv4 TXT
 to 
YOLOv8 PyTorch TXT
OIDv4 TXT
 to 
YOLOv8 Oriented Bounding Boxes
OIDv4 TXT
 to 
Pascal VOC XML
OIDv4 TXT
 to 
COCO JSON
OIDv4 TXT
 to 
Tensorflow TFRecord
OIDv4 TXT
 to 
CreateML JSON
OIDv4 TXT
 to 
YOLO Darknet TXT
OIDv4 TXT
 to 
YOLOv7 PyTorch TXT
OIDv4 TXT
 to 
YOLOv5 PyTorch TXT
OIDv4 TXT
 to 
Google Cloud AutoML Vision CSV
OIDv4 TXT
 to 
Sagemaker GroundTruth Manifest
OIDv4 TXT
 to 
meituan/yolov6
OIDv4 TXT
 to 
Scaled-YOLOv4 TXT
OIDv4 TXT
 to 
YOLO Keras TXT
OIDv4 TXT
 to 
OpenAI CLIP Classification
OIDv4 TXT
 to 
RetinaNet Keras CSV
OIDv4 TXT
 to 
Tensorflow Object Detection CSV
OIDv4 TXT
 to 
Multiclass Classification CSV
OIDv4 TXT
 to 
YOLOv4 PyTorch TXT
OIDv4 TXT
 to 
YOLOv5 Oriented Bounding Boxes

Convert Data from OIDv4 TXT

Use Roboflow to convert the following formats to
OIDv4 TXT
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
OIDv4 TXT
data format
.

What computer vision models use OIDv4 TXT?

The

No items found.

models all use the

OIDv4 TXT

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.
img0001.txt
helmet 0.0 73.041386 355.2 463.235188
person 2.56 95.46632500000001 86.4 213.357589
helmet 123.52 26.9102 826.24 594.5815520000001
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