Dataset Versions

v11

2023-12-15 9:11pm

Generated on Dec 15, 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 41%
1469Images
Valid Set 6%
214Images
Test Set 3%
110Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 2
Grayscale: Apply to 77% of images
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°

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