Dataset Versions

v14

2023-04-03 9:59am

Generated on Apr 3, 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 93%
16080Images
Valid Set 4%
640Images
Test Set 3%
521Images

Preprocessing

Modify Classes: 45 remapped, 9 dropped

Augmentations

Outputs per training example: 5
Brightness: Between -24% and +24%
Noise: Up to 2% of pixels
Bounding Box: Brightness: Between -31% and +31%

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