Dataset Versions

v5

Filtered Names

Generated on Mar 21, 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 87%
3138Images
Valid Set 6%
225Images
Test Set 6%
225Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x480
Modify Classes: 59 remapped, 14 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -25% and +25%

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