Dataset Versions

v3

2022-02-03 8:32pm

Generated on Feb 3, 2022

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 84%
1615Images
Valid Set 11%
202Images
Test Set 5%
102Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 2 remapped, 7 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 50% of images

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