Luke-Pratley / building_road_segmentation

UNet detection of road networks and buildings

Luke-Pratley/building_road_segmentation Issues

Create metrics that are masked
Closed 2 years ago1
Document Notebooks for EDA and Testing Models
Closed 2 years ago1
Comment functions with doc-strings
Closed 2 years ago1
Allow for overlapping roads and buildings
Closed 2 years ago2
Add efficientnet to unet
Closed 2 years ago
Implement attention unet
Closed 2 years ago1
Data augmentation
Closed 2 years ago1
Need to add dependencies to workflow
Closed 2 years ago1
Create a factory for optimization objects and processes.
Closed 2 years ago
Write functions that report summary metrics and cross-validation
Closed 2 years ago3
Create a generator for reading files and labels to avoid out of memory
Closed 2 years ago3
Need to create unet factory
Closed 2 years ago
There needs to be a unit test frame work set up
Closed 2 years ago1
There needs to be some basic functions for working with data
Closed 2 years ago3