Dataset Versions
v2
DoorStateV2
Generated on Dec 1, 2021
61 Total Images
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Dataset Split
Train Set 89%
54Images
Valid Set 8%
5Images
Test Set 3%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -5° and +5°
Shear: ±4° Horizontal, ±4° Vertical
Brightness: Between -7% and +7%
Blur: Up to 0.75px
Noise: Up to 3% of pixels