jlcsilva
MSc in Electrical and Computer Engineering at Instituto Superior Técnico. Master thesis on deep learning and computer vision applied to medical image analysis.
Instituto Superior Técnico / INESC-IDLisbon
Pinned Repositories
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
AutoAugment
Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
automl
Google Brain AutoML
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
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
metrics
Machine learning metrics for distributed, scalable PyTorch applications.
MONAI
AI Toolkit for Healthcare Imaging
online-cv
A minimal Jekyll Theme to host your resume (CV)
qca-annotator
Simple React App to make QCA annotations on x-ray coronary angiography images and corresponding and semantic segmentation masks.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
jlcsilva's Repositories
jlcsilva/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.
jlcsilva/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
jlcsilva/MONAI
AI Toolkit for Healthcare Imaging
jlcsilva/qca-annotator
Simple React App to make QCA annotations on x-ray coronary angiography images and corresponding and semantic segmentation masks.
jlcsilva/aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
jlcsilva/AutoAugment
Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
jlcsilva/automl
Google Brain AutoML
jlcsilva/hiddenlayer
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
jlcsilva/metrics
Machine learning metrics for distributed, scalable PyTorch applications.
jlcsilva/online-cv
A minimal Jekyll Theme to host your resume (CV)
jlcsilva/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
jlcsilva/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
jlcsilva/syncap
Code and data for our paper "The Role of Syntactic Planning in Compositional Image Captioning", EACL 2021.
jlcsilva/unstructured-inference
jlcsilva/vision
Datasets, Transforms and Models specific to Computer Vision
jlcsilva/web-gpu-monitor
Simple web-based monitoring tool for your small GPU cluster.
jlcsilva/Zeruns