Dataset Versions

v5

BaseDSWithUniriiBiggerSize

Generated on Nov 14, 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.
Other Formats
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Dataset Split

Train Set 91%
11388Images
Valid Set 6%
709Images
Test Set 3%
355Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 2
Brightness: Between -50% and +0%
Cutout: 7 boxes with 25% size each