Thesis Project

Classification Model for Waste Materials in Residential Areas

Object Detection

Classification Model for Waste Materials in Residential Areas Image Dataset

v4

2023-05-20 7:54pm

Generated on May 20, 2023

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Dataset Split

Train Set 82%
12796Images
Valid Set 12%
1929Images
Test Set 6%
892Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Hue: Between -90° and +90°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Mosaic: Applied