deep learning

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.

FakET: Simulating Cryo-Electron Tomograms with Neural Style Transfer

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)

Python application for automagically generating poetry.

Spyros Mouselinos Reasearch Blog

Experimental method to research "implicit optical perspective" in deep learning computer vision systems.