UKM

ImageClassification

Classification

ImageClassification Image Dataset

v2

2023-09-18 12:21pm

Generated on Sep 18, 2023

Dataset Split

Train Set 88%
4995Images
Valid Set 8%
476Images
Test Set 4%
236Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px