Soumyajit2709 / Grayscale-Image-to-RGB-image-converter-using-Transfer-Learning-Method

It is a simple machine learning algorithm to convert Grayscale Images to Colored Images. It uses VGG-16 model. We have finetuned this model and made it accurate for this algorithm to convert images from Grayscale to RGB.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Grayscale-Image-to-RGB-image-converter-using-Autoencoder-and-Transfer-Learning-Method

It is a simple machine learning algorithm to convert Grayscale Images to Colored Images. It uses VGG-16 model. We have finetuned this model and made it accurate for this algorithm to convert images from Grayscale to RGB.
RGB images consist with 3 layers (Red Green Blue)

alt text

Grayscale images consist with 3 layers (LAB)

alt text

Two type of Images almost built with different layers. Right!!
Our proposed VGG-16 model after fine-tuning

alt text

Test Images

Output Images

About

It is a simple machine learning algorithm to convert Grayscale Images to Colored Images. It uses VGG-16 model. We have finetuned this model and made it accurate for this algorithm to convert images from Grayscale to RGB.


Languages

Language:Jupyter Notebook 100.0%