lightingsim Computer Vision Model
222 Total Images
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Dataset Split
Train Set 93%
207Images
Valid Set 3%
7Images
Test Set 4%
8Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -11° and +11°
Saturation: Between -15% and +15%
Brightness: Between -19% and +19%
Blur: Up to 1.8px
Noise: Up to 0.26% of pixels