Dataset Versions

v14

2023-05-12 2:23pm

Generated on May 12, 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 87%
2784Images
Valid Set 8%
257Images
Test Set 5%
151Images

Preprocessing

Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -3% and +3%
Brightness: Between -3% and +3%
Exposure: Between -4% and +4%
Bounding Box: Rotation: Between -4° and +4°

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