Dataset Versions

v10

2023-11-09 1:53am

Generated on Nov 8, 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%
2470Images
Valid Set 8%
237Images
Test Set 4%
118Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x640
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -35% and +35%

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