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Not getting desired reconstructed image with python image denoising

I am a beginner in python machine learning, and I am making a program that makes a image noisy and then my program outputs a reconstructed image. I am using additive white gaussian noise and using a Feed Forward Neural Network. I have my program display the true image, the noisy image, and the reconstructed image. These are the results I usually get.