wastePerson Dataset
Versions
added color aug added more img
v9
· 3 months ago
2024-06-19 6:26am
v8
· 3 months ago
2024-06-19 5:18am
v7
· 3 months ago
removed augmentation
v6
· 3 months ago
added more plastic
v5
· 3 months ago
2024-06-18 7:43am
v4
· 3 months ago
removed duplicate
v3
· 3 months ago
added plastic cover cctv
v2
· 3 months ago
2024-06-17 10:45am
v1
· 3 months ago
v7
2024-06-19 5:18am
Generated on Jun 19, 2024
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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Common XML annotation format for local data munging (pioneered by ImageNet).
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4034 Total Images
View All ImagesDataset Split
Train Set 88%
3557Images
Valid Set 11%
451Images
Test Set 1%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Exposure: Between -10% and +10%
Blur: Up to 1px