IISC

Edit Project

Cracking

Instance Segmentation

Cracking Image Dataset

Try Pre-Trained Model
Versions
2023-11-13 10:56pm
v1
·
8 months ago
v1

2023-11-13 10:56pm

Generated on Nov 13, 2023
Download Dataset

30 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 80%
24Images
Valid Set 10%
3Images
Test Set 10%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Mosaic: Applied

Similar Projects

More like iisc-csbil/cracking-ujfwd
test 2
test2
UnderExtrusion
25 images
Object Detection Model
Under Extrusion 2
ue 2
UnderExtrusion
90 images
Object Detection Model
fdm_suli
Fdmprint
Blobs-Cracks-Spaghetti-Stringgin
741 images
Object Detection Model snap