Dataset Versions

v15

2022-09-15 10:14pm

Generated on Sep 15, 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 85%
2868Images
Valid Set 6%
216Images
Test Set 9%
287Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 49 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 13% Minimum Zoom, 32% Maximum Zoom
Saturation: Between -29% and +29%
Noise: Up to 15% of pixels

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