NetoPedro
Invited Assistant and PhD Student @ University of Porto. Working on xAI for Biometrics and on Digital Pathology.
INESC TEC & FEUP
Pinned Repositories
Deep-Learning-Push-Up-Counter
Deep Learning approach to count the number of repetitions in a video of push ups or pull ups.
Face-Verification-VGGFace
Face recognition model trained on VGG Faces 2 to recognise people on videos without being explicitly trained on them. (Based on a database of people pictures can identify the person of the video through the extracted features)
FocusFace
Official repository of "FocusFace: Multi-task Contrastive Learning for Masked Face Recognition"
IDistill
Official repository for the "Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection" paper at EUSIPCO 2023.
OCFR-2022
Official repository for the OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware Occlusions at 2022 International Joint Conference on Biometrics (IJCB 2022).
OptimalMatchingConfidence
PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition
OrthoMAD
Official repository for the OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement paper at BIOSIG 2022.
Popular-Deep-Nets-Architectures-Pytorch
Implementation of some of the most popular Deep neural networks architectures described on popular papers
RNAFoldingDeepRL
Implementation of a RL agent to fold RNA sequences for the CS-E4880 - Machine Learning in Bioinformatics course at Aalto University, Finland.
Universal-Adversarial-Perturbations-Pytorch
Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topics in Deep Learning course at Aalto University, Finland.
NetoPedro's Repositories
NetoPedro/Universal-Adversarial-Perturbations-Pytorch
Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topics in Deep Learning course at Aalto University, Finland.
NetoPedro/Deep-Learning-Push-Up-Counter
Deep Learning approach to count the number of repetitions in a video of push ups or pull ups.
NetoPedro/FocusFace
Official repository of "FocusFace: Multi-task Contrastive Learning for Masked Face Recognition"
NetoPedro/Face-Verification-VGGFace
Face recognition model trained on VGG Faces 2 to recognise people on videos without being explicitly trained on them. (Based on a database of people pictures can identify the person of the video through the extracted features)
NetoPedro/OCFR-2022
Official repository for the OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware Occlusions at 2022 International Joint Conference on Biometrics (IJCB 2022).
NetoPedro/OrthoMAD
Official repository for the OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement paper at BIOSIG 2022.
NetoPedro/Popular-Deep-Nets-Architectures-Pytorch
Implementation of some of the most popular Deep neural networks architectures described on popular papers
NetoPedro/IDistill
Official repository for the "Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection" paper at EUSIPCO 2023.
NetoPedro/RNAFoldingDeepRL
Implementation of a RL agent to fold RNA sequences for the CS-E4880 - Machine Learning in Bioinformatics course at Aalto University, Finland.
NetoPedro/HashCode2017
Implementation of a Genetic Algorithm to solve the optimization problem proposed at HashCode 2017 edition
NetoPedro/Street-Segmentation-Pytorch
NetoPedro/DeepLearningProject
Using Deep Learning to Segment pneumonia opacities on X-Ray images. Final project for the CS-E4890 - Deep Learning course at Aalto University, Finland.
NetoPedro/gologger
Simple Logger for golang. Logs Into console, file or ElasticSearch. Simple, easy to use.
NetoPedro/netopedro_old.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
NetoPedro/self-supervised-histopathology
Pretrained model for self supervised histopathology
NetoPedro/Spectral-Graph-Partitions
Final project for the CS-E4600 - Algorithmic Methods of Data Mining course at Aalto University, Finland.
NetoPedro/arcface-pytorch
NetoPedro/Awesome-explainable-AI
A collection of research materials on explainable AI/ML
NetoPedro/captum
Model interpretability and understanding for PyTorch
NetoPedro/ElasticFace
ElasticFace Elastic Margin Loss for Deep Face Recognition
NetoPedro/face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
NetoPedro/facenet
Face recognition using Tensorflow
NetoPedro/FaceX-Zoo
A PyTorch Toolbox for Face Recognition
NetoPedro/NetoPedro
NetoPedro/netopedro.github.io
Personal website:
NetoPedro/OptimalMatchingConfidence
PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition
NetoPedro/Pong-Pixels-Reinforcement-Learning
Using Q-Learning to teach an agent how to play Pong from the pixels. Final project to the course ELEC-E8125 - Reinforcement learning at Aalto University, Finland.
NetoPedro/VGGFace2-Test
NetoPedro/Histopathology-Datasets
Ressources of histopathology datasets
NetoPedro/Quantization-and-Racial-Bias