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Multiple Waste

Object Detection

Multiple Waste Image Dataset

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Versions
2023-09-17 5:31am
v3
Sep 16, 2023
2023-09-16 11:28am
v2
Sep 16, 2023
2023-08-10 11:20pm
v1
Aug 10, 2023
v2

2023-09-16 11:28am

Generated on Sep 16, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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11556 Total Images

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Dataset Split

Train Set 87%
10084Images
Valid Set 9%
991Images
Test Set 4%
481Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Bounding Box: Blur: Up to 8.25px