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1. Information-Bottleneck-for-Deep-Learning Information-Bottleneck-for-Deep-Learning Public

   Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.

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2. fundus-vessel-segmentation-tmbe fundus-vessel-segmentation-tmbe Public

   One of the first steps in automatic fundus image analysis is the segmentation of the retinal vasculature, which provides valuable information related to several diseases. In this work, we present a…

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3. awesome-bio-datasets awesome-bio-datasets Public

   Forked from OpenGene/awesome-bio-datasets

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4. Animal_Detection_System Animal_Detection_System Public

   This is my Thesis. In this project we implemented and studied an Animal Detection System, aiming at both high detection accuracy and computational efficiency. Specifically, we propose a two-stage d…

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5. Semantic-Image-Segmentation-using-Contextual-Hierarchical-Models Semantic-Image-Segmentation-using-Contextual-Hierarchical-Models Public

   Developed a segmentation framework to use Contextual Hierarchical Models with CNNs to segment images and produced results with improved pixel-wise and class average accuracy.

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6. DeepLearningClinicalDiagnostics DeepLearningClinicalDiagnostics Public

   Forked from NikolayOskolkov/DeepLearningClinicalDiagnostics

   Here I show how to utilize Bayesian Deep Learning using PyMC3 for making more accurate and safer predictions for biomedical applications

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