Dataset Versions

v16

2023-05-31 11:06am

Generated on May 31, 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 79%
1342Images
Valid Set 11%
181Images
Test Set 11%
185Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Exposure: Between -5% and +5%
Mosaic: Applied

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