Dataset Versions

v18

2024-01-10 9:57pm

Generated on Jan 10, 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 54%
332Images
Valid Set 18%
108Images
Test Set 29%
176Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 416x416

Augmentations

Outputs per training example: 1
Grayscale: Apply to 10% of images
Saturation: Between -20% and +20%
Brightness: Between 0% and +20%