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Tiago Almeida's Projects

bag-of-models icon bag-of-models

This is a guide for Deep Learning practitioners. It covers Tensorflow and Pytorch techniques to train the best-known models for a wide-range of fields.

baselines icon baselines

A collection of baselines for the MineRL environment/datasets & the NeurIPS 2019 MineRL competition

clust-based-trajpred icon clust-based-trajpred

PyTorch(v1.12.0) implementation of Likely, Light, and Accurate Context-Free Clusters-based Trajectory Prediction.

deep icon deep

A repository about the new laboratory AI computer

deepstream-app icon deepstream-app

This is an example of a deepstream application based on NVIDIA applications.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

eldagent icon eldagent

Agent for elderly care. Aiming to apply RL, DL in a turtlebot3

faster-rcnn-data-matrix icon faster-rcnn-data-matrix

This work presents an implementation of a Faster R-CNN model to detect Data Matrix. This architecture demonstrated quite accurate and consistent results by detecting the landmarks in almost all frames.

homography-optimization icon homography-optimization

This notebook is an otpimization made through the PyTorch framework to find the Homography transformation between 2 pairs of cameras.

lanedetector_pari2019 icon lanedetector_pari2019

Repo with a project developed at University subject. It's an interface GTK that provides the user to segment images with Canny Filter, Classic Threshold, Image rotation and binarization through HSV colorspace. This task was made under the TCP/IP Protocol.

lms1xx icon lms1xx

Driver for SICK LMS1xx. Based on https://github.com/RCPRG-ros-pkg/RCPRG_laser_drivers

maxon_des icon maxon_des

This is a library to comunicate to the MAXON DES 70/10.

opentraj icon opentraj

Human Trajectory Prediction Dataset Benchmark (ACCV 2020)

path-viz icon path-viz

Visualization of trajectories based on CSV datasets.

road2-rl icon road2-rl

A set of examples, tutorials, studies related to Reinforcement Learning

ros-maxon-driver icon ros-maxon-driver

This is the ROS driver that enables to send commands from a joystick to the MAXON_DES 70/10.

ros-panorama-package icon ros-panorama-package

This package is a set of ROS nodes that allows the creation of a panorama image based on 3 cameras.

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