Dataset Versions

v9

2023-12-07 11:24pm

Generated on Dec 8, 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 77%
496Images
Valid Set 15%
100Images
Test Set 8%
50Images

Preprocessing

Resize: Stretch to 80x80

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Brightness: Between -35% and +35%
Noise: Up to 10% of pixels
Bounding Box: Brightness: Between -40% and +40%

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