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image_processing_lib

This is a repository of some useful image processing tools.

Packages Used

OpenCV 4.0, Numpy 1.18, Matplotlib 3.2, Pillow 8.0.1

Image Augmentation

Image augmentations performed are:

  1. Grayscale
  2. Flip horizontally and vertically
  3. Change contrast
  4. Image rotation

Noise Addition

  1. Poisson Noise
  2. Gaussian Noise
  3. Random Uniform Noise

Edge Detection

Canny Edge Detection

Laplacian & Sobel Edge Detection

License

Copyright 2020-2021 Chuin Hong Yap

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

   http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

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This is a repository of some useful image processing tools.

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