tire_identifyv2 Computer Vision Model

bytestmyspaceTask:
Object Detection
License:CC BY 4.0174 views5 downloads
Dataset Version
v2

2024-08-12 3:39am

Generated on Aug 12, 2024

Dataset Split

Train Set 96%
858Images
Valid Set 4%
38Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels

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