Unet for Multi-class Segmentation
Here is the codebase and Blog on how to modify U-net for Multi-class semantic segmentation
Blog: https://towardsdatascience.com/a-mach...
Github: https://github.com/sohiniroych/U-net-...
For beginners in Medical Image Processing here is a list of data sets and papers:
https://sites.google.com/site/sohinir...
Code for binary segmentation: https://github.com/sohiniroych/Unet-u...
Previous U-net videos: • Image Segmentation with U-net and Keras!
• How to Create a Successful Github Repo for...
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Debugging instructions:
1. The code https://github.com/sohiniroych/U-net-... performs BINARY SEMANTIC SEGMENTATION only.
2. The code https://github.com/sohiniroych/U-net-... performs MULTI-CLASS SEMANTIC SEGMENTATION. Please ensure ALL code is located in the same location for this to work. The model file is model_depth_3.py or model_depth_4.py.
Please see section on "How to avoid Errors in Code"
https://github.com/sohiniroych/U-net-...