Dataset Versions

v3

2022-11-15 9:48pm

Generated on Nov 16, 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 93%
288Images
Valid Set 4%
11Images
Test Set 4%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -45° and +45°
Noise: Up to 10% of pixels

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