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TrazaFer2024

Object Detection

TrazaFer2024 Image Dataset

v5

2024-01-01 9:36pm

Generated on Jan 2, 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 91%
3426Images
Valid Set 6%
239Images
Test Set 2%
80Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 2% Minimum Zoom, 8% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±7° Horizontal, ±13° Vertical
Hue: Between -14° and +14°
Saturation: Between -29% and +29%
Brightness: Between -17% and +17%
Exposure: Between -10% and +10%
Blur: Up to 2.6px
Noise: Up to 1.84% of pixels