Dataset Versions

v18

2024-11-22 12:09am

Generated on Nov 21, 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 88%
2466Images
Valid Set 8%
218Images
Test Set 4%
107Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1400x1400

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%

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