Dataset Versions

v1

2023-03-08 10:39pm

Generated on Mar 8, 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.
Other Formats
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Dataset Split

Train Set 88%
8970Images
Valid Set 8%
853Images
Test Set 4%
427Images

Preprocessing

Resize: Fit within 416x416
Modify Classes: 34 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -40% and +40%
Bounding Box: Rotation: Between -45° and +45°

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