Dataset Versions
Versions
Large cracks for final distribution -augmented-
v23
· 9 months ago
Large cracks for final distribution
v22
· 9 months ago
test
v21
· 9 months ago
2024-03-14 2:16pm
v20
· 9 months ago
final
v19
· 9 months ago
2024-03-12 12:37pm
v15
· 9 months ago
v5-balanced
v14
· 9 months ago
large data set
v9
· 9 months ago
yolo_nas_wpreprocess
v8
· 9 months ago
2024-03-11 11:35am
v7
· 9 months ago
small-cracks-sahi
v6
· 9 months ago
v4
v4
· 9 months ago
2024-03-08 7:11pm
v2
· 9 months ago
2024-03-05 10:13pm
v1
· 9 months ago
v6
small-cracks-sahi
Generated on Mar 9, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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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).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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180 Total Images
View All ImagesDataset Split
Train Set 100%
180Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Filter by Tag: 0 required, 1 dropped
Augmentations
Outputs per training example: 3
Shear: ±14° Horizontal, ±9° Vertical
Brightness: Between -34% and +34%
Blur: Up to 1.8px
Noise: Up to 0.89% of pixels