JATS

Object det

Object Detection

Object det Image Dataset

v1

2023-10-10 11:08am

Generated on Oct 10, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 91%
21Images
Valid Set 4%
1Images
Test Set 4%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Noise: Up to 5% of pixels
humans
2703 images
OD
People-Things
5834 images
OD
People-Things
5834 images
human-xeZt
1629 images