tasarımm Computer Vision Model

byTASARIMTask:
Object Detection
License:CC BY 4.030 views4 downloads
Dataset Version
v1

2024-01-06 5:29pm

Generated on Jan 6, 2024

Dataset Split

Train Set 89%
66Images
Valid Set 8%
6Images
Test Set 3%
2Images

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: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Blur: Up to 4px
Noise: Up to 1.96% of pixels

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