Dataset Versions

v12

2024-02-27 8:08pm

Generated on Feb 27, 2024

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.
Other Formats
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Dataset Split

Train Set 88%
1461Images
Valid Set 7%
112Images
Test Set 6%
96Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -50% and +50%
Exposure: Between -28% and +28%
Noise: Up to 2% of pixels

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