Dataset Versions

v2

2023-09-05 2:04pm

Generated on Sep 5, 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 77%
10076Images
Valid Set 16%
2096Images
Test Set 8%
997Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720
Modify Classes: 13 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Brightness: Between 0% and +76%
Exposure: Between -25% and +25%

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