Dataset Versions

v23

2024-02-05 3:22pm

Generated on Feb 5, 2024

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 87%
10880Images
Valid Set 8%
1019Images
Test Set 4%
558Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Brightness: Between -20% and +20%

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