Git Product home page Git Product logo

lambda-pnn's Introduction

  • 👋 Hi, I’m Matteo Ciotola;
  • 👀 I’m interested in Python/ Deep Learning, in particular TensorFlow and PyTorch;
  • 🌱 I’m currently learning Deep Learning for Remote Sensing, at Università degli Studi di Napoli Federico II, as PhD student;
  • 💞️ I’m looking to collaborate on Remote Sensing, Autonomous Driving and Artificial Intelligence in general;
  • 📫 How to reach me: send me an e-mail at matteo.ciotola[at]unina.it ;

lambda-pnn's People

Contributors

matciotola avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

lambda-pnn's Issues

dataset

Hello @matciotola
Thank you for your great work!
I get interested in your code and I wanted to run it but I have a question about the dataset that you used for training. Is it free and accessible data for the public? if yes, how can I achieve this dataset? if not, do you have any suggestions on what other free datasets are available and similar to the one you have used?

dataset problem

Hello,

I have been following your method to process some images in TIFF format. However, when I attempted to test it, I encountered an issue. The error occurred in the input_propocessing.py file, specifically at the line where it attempts to concatenate two tensors: img_in = torch.cat((ms_exp, pan), dim=1) / max_value.

The sizes of the ms_exp and pan tensors are as follows:

ms_exp: torch.Size([1, 3, 1024, 1024])
pan: torch.Size([1, 1, 3, 1024, 1024])
As I am new to Deep Learning, I’m having trouble understanding why this error is occurring and how to resolve it. Could you please provide some guidance or suggestions to help me troubleshoot this issue? I would greatly appreciate your assistance.

Thank you very much.

wrong directory address

in Usage part, "!python tiff_mat_conversion.py -m Tiff2Mat -ms /path/to/ms.tif -pan /path/to/ms.tif -o path/to/file.mat" must be changed to "!python tiff_mat_conversion.py -m Tiff2Mat -ms /path/to/ms.tif -pan /path/to/pan.tif -o path/to/file.mat"

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.