Dataset Versions

v8

2022-06-11 2:01pm

Generated on Jun 11, 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 77%
165Images
Valid Set 13%
28Images
Test Set 10%
22Images

Preprocessing

Resize: Fit within 416x416

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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