Dataset Versions

v1

v1 first test

Generated on Jan 19, 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 89%
168Images
Valid Set 5%
10Images
Test Set 5%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1920x1080

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical

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