conveyor belt tear Dataset
Versions
2024-07-05 3:04pm
v9
· 3 months ago
2024-07-05 10:03am
v8
· 3 months ago
2024-07-03 9:59pm
v7
· 3 months ago
2024-07-03 6:51am
v6
· 3 months ago
2024-06-30 11:16am
v5
· 3 months ago
2024-06-27 10:09am
v4
· 3 months ago
2024-06-27 6:58am
v3
· 3 months ago
2024-06-25 12:34pm
v2
· 3 months ago
2024-06-25 10:23am
v1
· 3 months ago
v9
2024-07-05 3:04pm
Generated on Jul 5, 2024
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TXT annotations and YAML config used with YOLOv11.
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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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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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1532 Total Images
View All Images
Dataset Split
Train Set 81%
1248Images
Valid Set 9%
144Images
Test Set 9%
140Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -13° and +13°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -9% and +9%
Noise: Up to 0.1% of pixels