BH_Pro Computer Vision Model
Dataset Version
Generated on Feb 25, 2026
Notes: Redimensionamiento para YOLO11 (640x640) delas 52 categorías (Lego Item Codes)
1153 Total Images
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Dataset Split
Train Set 97%
1113Images
Valid Set 2%
28Images
Test Set 1%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -24% and +24%
Exposure: Between -12% and +12%
Blur: Up to 3px
Noise: Up to 1.76% of pixels