Image to Cartoon Python OpenCV Machine Learning Free Source Code . This Project web app project you can directly select image then you can convert any image to cartoon . its very interesting project . This is simple and basic level small project for learning purpose. Also you can modified this system as per your requriments and develop a perfect advance level project.
Image to Cartoon Python OpenCV Machine Learning Free Source Code
Required modules in this Projects
- CV2: Imported to use OpenCV for image processing
- easygui: Imported to open a file box. It allows us to select any file from our system.
- Numpy: Images are stored and processed as numbers. These are taken as arrays. We use NumPy to deal with arrays.
- Imageio: Used to read the file which is chosen by file box using a path.
- Matplotlib: This library is used for visualization and plotting. Thus, it is imported to form the plot of images.
- OS: For OS interaction. Here, to read the path and save images to that path.
- Flask: Flask is a micro web framework written in Python.
Steps to develop Image to cartoon
- Importing the required modules
- Building a File Box to choose a particular file
- How is an image stored?
- Transforming an image to grayscale
- Smoothening a grayscale image
- Retrieving the edges of an image
- Preparing a Mask Image
- Giving a Cartoon Effect
- Plotting all the transitions together
- Functionally of save or download button
Application tested on:
- python 3.7
- tensorflow 2.1.0
- tf_slim 1.1.0
- ffmpeg 3.4.8
- Cuda version 10.1
- OS: Windows 10
Algorithmia For Video Convert