Dataset Versions

v15

2023-10-04 3:56pm

Generated on Oct 4, 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 95%
783Images
Valid Set 3%
21Images
Test Set 2%
18Images

Preprocessing

Resize: Fit (white edges) in 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -25° and +25°
Brightness: Between -23% and +23%
Blur: Up to 1.25px
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -10° and +10°

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