Dataset Versions

v1

2022-12-10 7:21pm

Generated on Dec 10, 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 87%
3682Images
Valid Set 9%
397Images
Test Set 4%
177Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 37 remapped, 0 dropped

Augmentations

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

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