Dataset Versions

v9

2023-04-11 3:17pm

Generated on Apr 11, 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 82%
8924Images
Valid Set 12%
1268Images
Test Set 6%
653Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 8 remapped, 11 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -10° and +10°
Exposure: Between -10% and +10%
Noise: Up to 10% of pixels

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