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1. brain_age_regression brain_age_regression Public

   Explores three approaches to estimating age of patient from MRI scan of their brain. Code written as coursework for 'Machine Learning for Imaging' course as part of an MSc AI

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2. CNNs CNNs Public

   PyTorch implementation of 2D convolution, max pooling operation, linear layer and 2D batch normalization. Then a ResNet-18 classifier is built and trained on CIFAR-10. Code based on course work for…

   Jupyter Notebook

3. DCGAN DCGAN Public

   Implementation of the DCGAN, trained to generate images using the CIFAR-10 dataset

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4. mt_evaluation mt_evaluation Public

   Part of the NLP coursework, this projects seeks to estimate the quality of machine translated text from a dataset of machine translated sentences labelled with the quality of translation.

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5. VAE_MNIST VAE_MNIST Public

   Implementation and discussion of VAE trained to reconstruct MNIST digits

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6. LNS98/deep-learning-medical-app LNS98/deep-learning-medical-app Public

   MSc AI Group Project Imperial College London. Created a medical web-application, easily deployable using Docker, for clinicians to upload MRI scans of bowel system and recieve a diagnosis from a Re…

   Python 3 6