Garbage_classification Dataset
v2
2022-11-16 9:28pm
Generated on Nov 16, 2022
120 Total Images
View All Images
Dataset Split
Train Set 90%
108Images
Valid Set 6%
7Images
Test Set 4%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 2.25px
Noise: Up to 5% of pixels
Cutout: 4 boxes with 25% size each