Resolution_Pumper

Problem Statement

To solve the degradation of resolution of images on social media and messaging platforms like whatsapp and instagram by pumping up its resolution

Medium Article

https://medium.com/@pratikpsannakki1/pixel-perfect-esrgan-powered-high-resolution-image-upscaling-platform-2c3ae0934d53

Web Interface

Steps to Deploy the Application

1) Local Deployment

1) Clone the repostory

https://github.com/Pratik-Prakash-Sannakki/WhatsApp-Insta_Resolution_Pumper.git

2) Create a conda Environment

conda create -n {Environment name} python==3.7 

3) Start the Environment

conda activate {Environment name} 

4) Install requirements

pip install requirements.txt

5) Run the Application

python app.py

6) Access the local Web Application

copy the url eg. 127.0.0.1/5000 from the out put and paste the URL in your browser

2) Cloud Deployment

1) Clone the repostory

git clone https://github.com/Pratik-Prakash-Sannakki/MLOps_E2E_Workflow_LinearRegression.git

2) Create a git repository with all the cloned file

3) Create a Render Account

link - https://render.com/

4) link you github account and create a new Web service

5) connect your git Repository

6) Change name of API to your desired name and change start command to

gunicorn --timeout 300 {flask file name}:app

7) Deploy the application

8) Go to the URL provided on deployment

9) Now you can access the application remotely

Featured

AI Skunks - https://medium.com/aiskunks/unleashing-your-creativity-a-game-creator-workshop-using-chatgpt-996cd8713d94

AI Skunks repository - https://github.com/aiskunks/aiskunks/blob/main/AISkunks/What_We_Have_Done/README.md