Dataset Versions

v4

2024-01-09 3:40pm

Generated on Jan 9, 2024

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 94%
900Images
Valid Set 3%
33Images
Test Set 2%
20Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -15% and +15%

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