Antonioni Campos's Projects
Part of the course Python Project for Data Science from IBM
Implementação de modelos Autoencoder e LSTM-Autoencoder para detecção de anomalias.
Starting files for the Udacity CarND Behavioral Cloning Project
Lane Finding Project for Self-Driving Car ND
Vehicle Detection Project
Udacity project that use a pre-trained image classifier to identify dog breeds. AI Programming with Python Nanodegree Program.
Self-driving Car Nanodegree Project 1/Term 2 - Applying a Kalman Filter to estimate the state of a moving object with lidar and radar measurements.
11 clinical features for predicting heart disease events
Predição de quando ou não um cavalo sobrevive baseado em condições médicas.
Estudo estatístico para a geração de Itaîuba.
Self-driving Car Nanodegree Project 3/Term 2 - Implementation a 2 dimensional particle filter in C++. Your particle filter will be given a map and some initial localization information (analogous to what a GPS would provide). At each time step your filter will also get observation and control data.
GA implementation for Gym Lunar Lander environment
Self-driving Car Nanodegree Project 5/Term 2 - Implementation of a Model Predictive Control to drive a car around a track on a simulation.
Repository for OpenCV's extra modules
First Project - Computer Vision Nanodegree from Udacity
Project 1 - Self-Driving Car Engineering Nanodegree (Udacity). Detection of lane lines of the roads in images.
Deep neural networks and convolutional neural networks to classify traffic signs.
Deep neural networks and convolutional neural networks project to clone driving behavior using Keras. The model will output a steering angle to an autonomous vehicle.
Using Computer Vision to create a pipeline to identify the lane boundaries in a video from a front-facing camera on a car.
Software pipeline to identify vehicles in a video from a front-facing camera on a car.
Self-driving Car Nanodegree Project 4/Term 2 - implementation of a PID controller in C++ to maneuver the vehicle around the track.
PINNs implementation
Simulated Annealing for Neural Networks
Chemical Process Fault Detection Using Long Short-Term Memory Recurrent Neural Network.
Image classifier to recognize different species of flowers.