Dataset Versions

v14

480x480

Generated on Jun 27, 2022

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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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