damilola animashaun

Edit Project

SOLAR-CRACK-DETECT

Classification

SOLAR-CRACK-DETECT Image Dataset

Versions
2023-03-13 12:19pm
v2
Mar 13, 2023
2023-03-13 12:14pm
v1
Mar 13, 2023
v2

2023-03-13 12:19pm

Generated on Mar 13, 2023
Download Dataset

2232 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 88%
1953Images
Valid Set 8%
186Images
Test Set 4%
93Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
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%
Noise: Up to 5% of pixels