Dataset Versions

v12

2022-02-01 10:11am

Generated on Feb 1, 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.
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Dataset Split

Train Set 95%
4899Images
Valid Set 3%
133Images
Test Set 3%
133Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x360
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -20% and +20%
Noise: Up to 4% of pixels
Bounding Box: Exposure: Between -13% and +13%
Bounding Box: Blur: Up to 0.25px

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