Dataset Versions

v14

2023-09-17 12:30pm

Generated on Sep 17, 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 92%
825Images
Valid Set 5%
45Images
Test Set 3%
27Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied
Modify Classes: 21 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -99% and +99%
Brightness: Between -29% and +29%
Mosaic: Applied
Bounding Box: Noise: Up to 10% of pixels

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