eski 3 cisim Computer Vision Model

byobject detectionTask:
Object Detection
License:CC BY 4.0
Dataset Version
v3

many augmentation

Generated on Apr 26, 2025

Dataset Split

Train Set 88%
918Images
Valid Set 8%
87Images
Test Set 4%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 20% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 1.53% of pixels

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