Track en obra Computer Vision Model

byJavierTask:
Object Detection
License:CC BY 4.0
Dataset Version
v4

Data Augmentation

Generated on Jan 12, 2026

Dataset Split

Train Set 84%
63Images
Valid Set 9%
7Images
Test Set 7%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±8° Horizontal, ±12° Vertical
Grayscale: Apply to 15% of images
Hue: Between -9° and +9°
Saturation: Between -31% and +31%
Brightness: Between -20% and +20%
Exposure: Between -11% and +11%
Blur: Up to 2.5px
Noise: Up to 0.89% of pixels

Similar Projects

See More