Image Super Resolution Code

image_super_resolution/README.md

@@ -0,0 +1,34 @@
+# Image Super Resolution using AutoEncoders in Keras
+
+## Description:
+
+Image Super Resolution is a technique to increase the resolution of an image using Deep Learning model, which in this case is by using the autoencoders from the keras package.
+
+The project currently aims to enchance the images from the car image dataset. Future scope of this project is to implement for various other images of different subject.
+
+## Requirements:
+
+### Setup an environment:
+
+For Unix based systems please execute the following command to create venv and install requirements.
+
+```
+make init
+source .venv/bin/activate
+```
+
+For windows users,
+
+```
+py -m venv env
+.\env\Scripts\Activate.ps1
+py -m pip install -r requirements.txt
+```
+
+## Usage:
+
+After setting up the environment, Run the main.py to kickstart the project
+
+```
+$> python3 main.py
+```