3/17/2024 0 Comments Denoiser 2 on layerLet us begin the discussion by understanding the noise in images. Encoder decoder with convolution layers.The major points to be covered in this article are listed below. We will go through two approaches of denoising with encoder-decoder, one with dense layers and one with convolutional layers. In this article, we are going to see how we can remove noise from the image data using an encoder-decoder model. Noise is also a kind of unwanted information that can harm the information present in the data, so we are required to deal with it. There can be various kinds of unwanted effects and pixels present in images that affect the results of modelling with such images. Having clear and processed images or videos is very important in any computer vision task.
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