TACO: Trash Annotations in Context Dataset Image Dataset

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Versions
Resize550by550-modelTrainingV1
v2
Jul 8, 2022
original_raw-images
v1
Jul 8, 2022

Resize550by550-modelTrainingV1

Version 2
Generated Jul 8, 2022

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Images

3599 images
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Train / Test Split

Training Set

88
3.1k
images

Validation Set

8
299
images

Testing Set

4
150
images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 550x550
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 0.5px
Details
Version Name: Resize550by550-modelTrainingV1
Version ID: 2
Generated: Jul 8, 2022
Annotation Group: trash

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