Dataset Versions

v14

480x480

Generated on Jun 27, 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 78%
189Images
Valid Set 12%
29Images
Test Set 10%
23Images

Preprocessing

Resize: Fit within 480x480

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -28° and +28°
Saturation: Between -50% and +50%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Noise: Up to 12% of pixels

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