Dataset Versions

v6

2023-12-10 2:39am

Generated on Dec 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 88%
1002Images
Valid Set 8%
95Images
Test Set 4%
47Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Vertical
Cutout: 9 boxes with 2% size each
Bounding Box: Noise: Up to 7% of pixels

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