Shiva Naroju

Edit Project

projectSH

Classification

projectSH Image Dataset

Try Pre-Trained Model
Versions
2023-12-22 9:35pm
v3
Dec 22, 2023
2023-12-22 5:55pm
v2
Dec 22, 2023
2023-12-22 5:49pm
v1
Dec 22, 2023
v3

2023-12-22 9:35pm

Generated on Dec 22, 2023
Download Dataset

9554 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 44%
4179Images
Valid Set 4%
399Images
Test Set 2%
199Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels