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Image_compressor

1) K-means compressor

Image compression using K-Means algorithm. A K-means instance is created with a certain number of clusters. These number of clusters are the final colors present in the compressed image.

View the notebook here

Download it from here

To Run the notebooks, after downloading them and their respective datasets, change the path variables.

Original image

image

Compressed image

comp_64 image

Original image

image

Compressed image

comp_64 comp_8

2) ConvLSTM Compressor

Another attempt at compressing images leveraging the reccurent connections and the power of convolution layers, A neural network approach.

View the notebook here

Download it from here