v24

2024-01-01 7:25pm

Generated on Jan 2, 2024

Dataset Split

Train Set 93%
774Images
Valid Set 4%
30Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -5% and +5%
Blur: Up to 2.5px
Noise: Up to 0.05% of pixels

Similar Projects

See More
414 images 1 model