Instruments Computer Vision Model
315 Total Images
View All Images
Dataset Split
Train Set 89%
280Images
Valid Set 8%
25Images
Test Set 3%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 10
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels