roshansourav / impproject

This Application is developed to make the work of Image Resizing more precise by using the energy function under the domain of Seam Carving Algorithm through Content Aware Image Resizing. There will be no loss of objects or active pixels in the resized image hence the resizing will be lossless in terms of content of the image.

Smart Image Cropping

This Application is developed to make the work of Image Resizing more precise by using the energy function under the domain of Seam Carving Algorithm through Content Aware Image Resizing. There will be no loss of objects or active pixels in the resized image hence the resizing will be lossless in terms of content of the image. The major aim of this application aims to make image resizing to be looked upon with a new vision. We can apply this image resizing in various places where the images are needed to be resized. We can give an option to the user to choose from a range of image resizing options where they can select from cropping and seam carving We will provide two options to the user. One will be how much of the original image needs to be cropped, and the other will be how to image is to be cropped row wise or column wise.

Installation (for Linux)

git clone https://github.com/roshansourav/impproject.git
cd Smart-Image-Cropping/
python3 -m venv env
source env/bin/activate
pip install -r requirements.txt 
export FLASK_APP=run.py
flask run

The Output

Results

Test 1

Before

After

Test 2

Before

After

Deployed

[WARNING: App is running very slow, any suggestions will be appreciated, you can open an issue and we will discuss]

https://impproject.herokuapp.com/

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.