Viacheslav Stadnichuk

Edit Project

Chimneys

Instance Segmentation

Chimneys Image Dataset

Try Pre-Trained Model
Versions
2023-02-21 3:02pm
v5
Feb 21, 2023
2023-02-10 4:30pm
v4
Feb 10, 2023
2023-02-10 4:23pm
v3
Feb 10, 2023
v5

2023-02-21 3:02pm

Generated on Feb 21, 2023
Download Dataset

507 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 94%
477Images
Valid Set 3%
15Images
Test Set 3%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%