Recyclable Items Image Dataset

2022-03-10 5:36pm

Version 2
Generated Mar 10, 2022

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Train / Test Split

Training Set

88
21k
images

Validation Set

8
2k
images

Testing Set

4
965
images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 4 boxes with 15% size each
Details
Version Name: 2022-03-10 5:36pm
Version ID: 2
Generated: Mar 10, 2022
Annotation Group: recyclables