Dataset Versions

v10

v10

Generated on Dec 10, 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 80%
432Images
Valid Set 11%
60Images
Test Set 9%
50Images

Preprocessing

Resize: Stretch to 256x256
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±22° Horizontal, ±22° Vertical

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