FDM Computer Vision Model

byFdmprintTask:
Object Detection
License:CC BY 4.01.03k views32 downloads
Dataset Version
v6

2024-08-03 12:25am

Generated on Aug 3, 2024

Dataset Split

Train Set 91%
5196Images
Valid Set 6%
311Images
Test Set 3%
177Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 6% Maximum Zoom
Rotation: Between -4° and +4°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -3% and +3%

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