CDW Computer Vision Model
4000 Total Images
View All ImagesDataset Split
Train Set 90%
3600Images
Valid Set 6%
240Images
Test Set 4%
160Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.49% of pixels