aa Computer Vision Model

byueaTask:
Object Detection
License:CC BY 4.046 views4 downloads
Dataset Version
v3

2023-09-13 11:20am

Generated on Sep 13, 2023

Dataset Split

Train Set 95%
12120Images
Valid Set 3%
415Images
Test Set 2%
203Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -18° and +18°
Shear: ±20° Horizontal, ±20° Vertical
Hue: Between -90° and +90°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels

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