branch detection Computer Vision Model

Versions
Dataset Version
v3

2025-01-08 5:57pm

Generated on Jan 8, 2025

Dataset Split

Train Set 96%
430Images
Valid Set 3%
12Images
Test Set 1%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 10
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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