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henrypapadatos's Projects

mobile_robotics icon mobile_robotics

Project of robotics that implements: vision, global navigation, local navigation and filtering.

noise2noise_model icon noise2noise_model

The goal of the mini-projects is to implement a Noise2Noise deeplearning model. A Noise2Noise model is an image denoising network trained without a clean reference image. The original paper can be found at https://arxiv.org/abs/1803.04189. The project has two parts, focusing on two different facets of deep learning. The first one is to build a network that denoises using the PyTorch framework, in particular the torch.nn modules and autograd. The second one is to understand and build a framework, its constituent modules, that are the standard building blocks of deep networks without PyTorch’s autograd.

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