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João Lourenço Silva photo

jlcsilva Goto Github PK

followers: 9.0 following: 3.0 repos: 17.0 gists: 0.0

Name: João Lourenço Silva

Type: User

Company: Instituto Superior Técnico / INESC-ID

Bio: MSc in Electrical and Computer Engineering at Instituto Superior Técnico. Master thesis on deep learning and computer vision applied to medical image analysis.

Twitter: JoaoLSilva99

Location: Lisbon

João Lourenço Silva's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

autoaugment icon autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

efficientunetplusplus icon efficientunetplusplus

Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperforms the UNet++ in a coronary artery segmentation task, while being significantly more computationally efficient.

hiddenlayer icon hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

monai icon monai

AI Toolkit for Healthcare Imaging

online-cv icon online-cv

A minimal Jekyll Theme to host your resume (CV)

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

qca-annotator icon qca-annotator

Simple React App to make QCA annotations on x-ray coronary angiography images and corresponding and semantic segmentation masks.

syncap icon syncap

Code and data for our paper "The Role of Syntactic Planning in Compositional Image Captioning", EACL 2021.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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