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ColorizeBlackWhiteImagePython

BaseMax / ColorizeBlackWhiteImagePython

Colorize black & white images, using machine learning in Python

2 0 Language: Python License: GPL-3.0 Updated: 1y ago
colorize colorize-image colorizer cv2 deep-learning image-colorizer machine-learning machine-learning-models machine-learning-practice machine-learning-projects machine-learning-tutorials opencv py python python3

README

Colorize Black&White Images Python

Colorize black & white images, using machine learning in Python.

Original Image Gray image Colorized image by app

Model

  • colorization_release_v2.caffemodel: It is a pre-trained model stored in the Caffe framework’s format that can be used to predict new unseen data.
  • colorization_deploy_v2.prototxt: It consists of different parameters that define the network and it also helps in deploying the Caffe model.
  • pts_in_hull.npy: It is a NumPy file that stores the cluster center points in NumPy format. It consists of 313 cluster kernels, i.e (0-312).

For downloading the files, click here.

Sources

Note: This is not mine and I used another model which is available on the internet. For reading more you can look at following links:

  • https://drive.google.com/drive/folders/1FaDajjtAsntF_Sw5gqF0WyakviA5l8-a
  • https://modelzoo.co/model/colorful-image-colorization
  • https://github.com/opencv/opencv/blob/master/samples/dnn/colorization.py
  • https://github.com/richzhang/colorization/blob/caffe/colorization/resources/pts_in_hull.npy
  • https://github.com/richzhang/colorization/tree/caffe/colorization/models

Thanks all and also great OpenCV lib.

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