GithubHelp home page GithubHelp logo

nikhilroxtomar / retina-blood-vessel-segmentation-in-pytorch Goto Github PK

View Code? Open in Web Editor NEW
58.0 2.0 24.0 8.8 MB

This repository contains the code for semantic segmentation of the retina blood vessel on the DRIVE dataset using the PyTorch framework.

Python 100.00%
unet unet-pytorch image-segmentation unet-segmentation pytorch drive-dataset retinal-vessel-segmentation

retina-blood-vessel-segmentation-in-pytorch's Issues

Bug

RuntimeError: Sizes of tensors must match except in dimension 1. Expected size 56 but got size 64 for tensor number 1 in the list.

You should check the tensors' shape in decoding steps, when you shall crop the tensors' sizes in the encoder block before doing skip connection to tensor at the decoder block.

I am unable to test and train

I am unable to test and train its showing Train: 0 - 0 Test: 0 - 0 0it [00:00, ?it/s] 0it [00:00, ?it/s] in terminal

might be from data path which I provide in addition for that I had download data set in dekstop and taking location directly from there data_path = "/Users/amanbansal/Desktop/dataset"

Screenshot 2024-03-17 at 6 41 59 PM

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.