Floor Segmentation v3 Computer Vision Model
2356 Total Images
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Dataset Split
Train Set 92%
2175Images
Valid Set 4%
91Images
Test Set 4%
90Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 2px