João Pedro Campos's Projects
Deep learning semantic segmentation on the Camvid dataset using PyTorch FCN ResNet50 neural network.
Richer Convolutional Features for Contour Detection on PASCAL VOC 2012 Dataset.
DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes
Semi supervised model for semantic segmentation using equivariance propreties.
Evolutionary Algorithm that learns a DAG (Bayesian Network) from data
🚘 Easiest Fully Convolutional Networks
Code repository for the paper "Group Equivariant Stand-Alone Self Attention For Vision" published at ICLR 2021. https://openreview.net/forum?id=JkfYjnOEo6M
IN201 - Systemes d'exploitation
Personal description
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Semantic Segmentation with Pytorch-Lightning
Multi-Agent Pickup and Delivery implementation
Methods for Bayesian Structure Learning, including the MAGA algorithm
Mini projet de bataille navale en java
NSGA-II python implementation for a sensor allocation problem with 2 objectives.
Richer Convolutional Features for Edge Detection model in pytorch CVPR2017
Simple image segmentation pipeline in pytorch, using HRNet and SegFormer models
Python version of the Simplex and Interior Point Approach (Vannelli, 1993). Original code was written and shared by prof. Rodney Saldanha
Trabalho computacional de Teoria da Decisão
Transformer seq2seq model, program that can build a language translator from parallel corpus
Generation of dogs images using variational autoencoders