D

deep learning

Webpage for the L52+ lab

Materials on various sections in Computer Science (CS). 🎓

A Contextual-Enhanced LightGCN for Movie Recommendation Systems

FakET: Simulating Cryo-Electron Tomograms with Neural Style Transfer

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.

This is a project to train, use and analyze 2D and 3D neural networks for segmentation.

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.

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".

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

A Machine Learning approaches to identify genetic variants associated with disease

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.

Implementation of Movement Aid for the Visually-Impaired by Using CNN based Learning Architecture

Landing page of the DeePaC-F fungal database and models

✭ MAGNETRON ™ ✭: The official Exploit Database repository

✭ MAGNETRON ™ ✭: OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

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.

Exploring and Visualizing Referring Expression Comprehension (Bachelor's Thesis by David Álvarez Rosa)