ceasar ceasasr

racoon

Classification

racoon Image Dataset

v5

2023-05-18 5:48pm

Generated on May 18, 2023

Dataset Split

Train Set 88%
3279Images
Valid Set 8%
290Images
Test Set 4%
155Images

Preprocessing

Auto-Orient: Applied
Static Crop: 20-80% Horizontal Region, 20-80% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

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 -25° and +25°
Shear: ±25° Horizontal, ±25° Vertical
Grayscale: Apply to 46% of images
Blur: Up to 2px
Noise: Up to 8% of pixels
Cutout: 10 boxes with 2% size each