Thesis

Edit Project

Shems

Instance Segmentation

Shems Image Dataset

Try Pre-Trained Model
Versions
2024-05-10 9:16pm
v2
May 10, 2024
2024-05-02 9:49pm
v1
May 2, 2024
v2

2024-05-10 9:16pm

Generated on May 10, 2024
Download Dataset

9335 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 90%
8403Images
Valid Set 6%
559Images
Test Set 4%
373Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
Blur: Up to 4.9px
Noise: Up to 1.96% of pixels