tobishvat

final_project

Classification

final_project Image Dataset

v1

2023-08-29 11:23pm

Generated on Aug 29, 2023

Dataset Split

Train Set 88%
210Images
Valid Set 8%
20Images
Test Set 4%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -35° and +35°
Grayscale: Apply to 100% of images
Brightness: Between -99% and +99%
Blur: Up to 25px
Bottle-or-Can
100 images
glass-or-plastic-bottle-or-cans-MCxj
141 images
bottles-and-cans
1221 images
bottle-can
1364 images