Dataset Versions

v10

combined_with_mosaic

Generated on Nov 7, 2022

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 86%
264Images
Valid Set 10%
31Images
Test Set 4%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x768
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise
Rotation: Between -30° and +30°
Mosaic: Applied
Bounding Box: 90° Rotate: Counter-Clockwise