Dataset Versions
Versions
2024-07-04 10:38am
v12
· 5 months ago
2024-07-04 10:28am
v11
· 5 months ago
Final Dataset
v10
· 5 months ago
2024-06-29 6:21pm
v9
· 5 months ago
only cracked
v8
· 5 months ago
Dataset 007
v7
· 5 months ago
Balanced Cracked and Uncracked- Cutouts Removed
v6
· 5 months ago
More Hairline Cracks Added
v5
· 5 months ago
2024-06-19 6:56am
v4
· 5 months ago
Hairline Cracks Added
v3
· 5 months ago
2024-06-19 5:34am
v2
· 5 months ago
2024-06-19 5:33am
v1
· 5 months ago
v1
2024-06-19 5:33am
Generated on Jun 19, 2024
2600 Total Images
View All Images
Dataset Split
Train Set 90%
2336Images
Valid Set 7%
172Images
Test Set 4%
92Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 4
Flip: Horizontal, Vertical
Grayscale: Apply to 15% of images
Exposure: Between -10% and +10%
Blur: Up to 1.8px
Noise: Up to 10% of pixels