pvc3_0 Computer Vision Model

byOptimusPVCTask:
Object Detection
License:Public Domain25 views
Versions
Dataset Version
v2

2024-06-06 2:58am

Generated on Jun 6, 2024

Dataset Split

Train Set 93%
900Images
Valid Set 5%
51Images
Test Set 2%
23Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 20% of images
Blur: Up to 1.2px
Noise: Up to 2.03% of pixels

Similar Projects

See More