https://github.com/tessellate-imaging/monk_gui

A Graphical user Interface for deep learning and computer vision over Monk Libraries
https://github.com/tessellate-imaging/monk_gui

deeplearning graphical-user-interface hacktoberfest machinelearning python3

Last synced: 7 months ago
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A Graphical user Interface for deep learning and computer vision over Monk Libraries

• Host: GitHub
• URL: https://github.com/tessellate-imaging/monk_gui
• Owner: Tessellate-Imaging
• License: apache-2.0
• Created: 2020-01-30T17:54:10.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2020-10-22T10:29:22.000Z (over 5 years ago)
• Last Synced: 2025-04-13T06:55:08.669Z (11 months ago)
• Topics: deeplearning, graphical-user-interface, hacktoberfest, machinelearning, python3
• Language: Python
• Homepage:
• Size: 38.4 MB
• Stars: 124
• Watchers: 18
• Forks: 41
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

Awesome Lists containing this project

README

          
# Monk_Gui [![](http://hits.dwyl.io/Tessellate-Imaging/Monk_Gui.svg)](http://hits.dwyl.io/Tessellate-Imaging/Monk_Gui) ![](https://tokei.rs/b1/github/Tessellate-Imaging/Monk_Gui) ![](https://tokei.rs/b1/github/Tessellate-Imaging/Monk_Gui?category=files)

A Graphical user Interface for deep learning and computer vision over Monk Libraries










![Alt Text](complete.gif)







# Backend Libraries

- A) Monk - https://github.com/Tessellate-Imaging/monk_v1 

    - Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision. 

- B) Monk Object Detection - https://github.com/Tessellate-Imaging/Monk_Object_Detection

    - A one-stop repository for low-code easily-installable object detection pipelines. 

    - Check licenses of each pipeline before using 










# Installation

` $ sudo apt-get install python3.6 python3.6-dev python3.7 python3.7-dev python3-pip`

` $ sudo pip install virtualenv virtualenvwrapper`

` $ $ echo -e "\n# virtualenv and virtualenvwrapper" >> ~/.bashrc`

` $ echo "export WORKON_HOME=$HOME/.virtualenvs" >> ~/.bashrc`

` $ echo "export VIRTUALENVWRAPPER_PYTHON=/usr/bin/python3" >> ~/.bashrc`

` $ echo "source /usr/local/bin/virtualenvwrapper.sh" >> ~/.bashrc`

` $ source ~/.bashrc`

` $ mkvirtualenv -p /usr/bin/python3.6 monk_gui`

` $ workon monk_gui && pip install numpy pyqt5 tqdm matplotlib pillow`










# Running GUI

` workon monk_gui`

` python gui.py`

# Walk Throughs

  - Classification Demo 1: [Link](https://1drv.ms/v/s!ArxzFug4NJMtkFg-UovAkOc-wesz?e=UOPbEg)

  - Classification Demo 2: [Link](https://1drv.ms/v/s!ArxzFug4NJMtknlYPTNNdmcEu0Wu?e=xiSndJ)

  - Object Detection Demo: [Link](https://1drv.ms/v/s!ArxzFug4NJMtkFkgM6R5mlfRBCur?e=mo48y8)

## Author

Tessellate Imaging - https://www.tessellateimaging.com/

   

Check out Monk AI - (https://github.com/Tessellate-Imaging/monk_v1)

    

    Monk features

        - low-code

        - unified wrapper over major deep learning framework - keras, pytorch, gluoncv

        - syntax invariant wrapper

    Enables developers

        - to create, manage and version control deep learning experiments

        - to compare experiments across training metrics

        - to quickly find best hyper-parameters

To contribute to Monk AI or Monk Object Detection repository raise an issue in the git-repo or dm us on linkedin 

   - Abhishek - https://www.linkedin.com/in/abhishek-kumar-annamraju/

   - Akash - https://www.linkedin.com/in/akashdeepsingh01/










## Copyright

Copyright 2019 onwards, Tessellate Imaging Private Limited Licensed under the Apache License, Version 2.0 (the "License"); you may not use this project's files except in compliance with the License. A copy of the License is provided in the LICENSE file in this repository.