Mouse_PoseEstimate_Part2 Computer Vision Dataset
2251 Total Images
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Dataset Split
Train Set 82%
1854Images
Valid Set 12%
256Images
Test Set 6%
141Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 2
Grayscale: Apply to 2% of images
Hue: Between -1° and +1°
Saturation: Between -1% and +1%
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Blur: Up to 0.8px
Noise: Up to 0.14% of pixels