Dataset Versions

v5

2024-08-06 6:12pm

Generated on Aug 6, 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 90%
861Images
Valid Set 5%
46Images
Test Set 5%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Filter by Tag: 1 required, 1 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -34% and +34%
Noise: Up to 1.01% of pixels

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