Mouse_PoseEstimate Computer Vision Model
Versions
480 Total Images
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Dataset Split
Train Set 88%
420Images
Valid Set 8%
40Images
Test Set 4%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Hue: Between -24° and +24°
Saturation: Between -25% and +25%
Brightness: Between -23% and +23%
Exposure: Between -14% and +14%
Blur: Up to 3.5px
Noise: Up to 1.68% of pixels