TU berlin

Edit Project

Thesis_1

Instance Segmentation

Thesis_1 Image Dataset

Try Pre-Trained Model
Versions
2023-06-24 4:31pm
v1
Jun 24, 2023
v1

2023-06-24 4:31pm

Generated on Jun 24, 2023
Download Dataset

4210 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 84%
3543Images
Valid Set 12%
506Images
Test Set 4%
161Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±19° Horizontal, ±18° Vertical