Dataset Versions

v1

Final

Generated on Sep 5, 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%
6399Images
Valid Set 4%
250Images
Test Set 4%
250Images

Preprocessing

Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Flip: Horizontal
Crop: 0% Minimum Zoom, 6% Maximum Zoom
Rotation: Between -3° and +3°
Shear: ±7° Horizontal, ±7° Vertical
Saturation: Between -5% and +5%

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