first_prix Dataset

v9

prix-inxaa-lah

Generated on May 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 79%
1418Images
Valid Set 15%
269Images
Test Set 6%
101Images

Preprocessing

Auto-Orient: Applied
Static Crop: 15-94% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -11° and +11°
Saturation: Between -25% and +25%
Noise: Up to 0.18% of pixels

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