deep learning
Projects with this topic
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This is the unpaired image-2-image and volume-2-volume translation project. It converts images or volumes of an input domain to a target domain using artificial intelligence.
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This is a project to train, use and analyze 2D and 3D neural networks for segmentation.
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FakET: Simulating Cryo-Electron Tomograms with Neural Style Transfer
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Repository to generate synthetic MRI from q*MRI maps with deep learning physics-informed approached as described by Jacobs Luuk et al. Medical Physics 2023 "Generalizable synthetic MRI with physics-informed convolutional networks".
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Image, Deep Learning, Ecology : please visit https://ecostat.gitlab.io/imaginecology/
A curated list of deep learning resources for computer vision in the context of ecology
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A Machine Learning approaches to identify genetic variants associated with disease
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This is a project to train, use and analyze 2D and 3D neural networks for segmentation. It contains a UI and is implemented in pytorch and django as backend.
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MLP and CNN to classify TinyImage30 dataset. Fine Tuned models. Applied Grad-Cam to identify parts of the image that highly impact the classification based on model convolution gradients. Feature-2-Seq RNN encoder/decoder network trained on the COCO dataset. The produced model is able to predict reasonable captions for provided test images.
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Implementation of Movement Aid for the Visually-Impaired by Using CNN based Learning Architecture
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Landing page of the DeePaC-F fungal database and models
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✭ MAGNETRON ™ ✭: The official Exploit Database repository
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✭ MAGNETRON ™ ✭: OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.
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Exercícios de programação da disciplina MAC0460 - Introdução ao Aprendizado de Máquina ministrada pela professora Nina Sumiko Tomita Hirata no Instituto de Matemática e Estatística da Universidade de São Paulo no primeiro semestre de 2021.
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Exploring and Visualizing Referring Expression Comprehension (Bachelor's Thesis by David Álvarez Rosa)
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Python application for automagically generating poetry.
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Spyros Mouselinos Reasearch Blog
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Experimental method to research "implicit optical perspective" in deep learning computer vision systems.
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https://dec0ded.gitlab.io/teardrop | Algorithms and models made for Machine Learning in Python programming language.
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