Dataset Versions

v3

Training

Generated on Nov 6, 2021

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 88%
795Images
Valid Set 8%
74Images
Test Set 4%
39Images

Preprocessing

Resize: Fit (white edges) in 416x416
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -15% and +15%
Brightness: Between -18% and +18%
Exposure: Between -9% and +9%
Bounding Box: Flip: Horizontal
Bounding Box: Exposure: Between -9% and +9%

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