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Alexandre Barral's Projects

3dmr icon 3dmr

3D Multi-Robot Exploration, Patrolling and Navigation.

adapnet-pp icon adapnet-pp

TensorFlow model for training AdapNet++ for semantic segmentation

agvs icon agvs

ROS package for the robot AGVS, intended for indoor transportation tasks

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

aslan icon aslan

Open source self-driving software for low speed environments

atom icon atom

Calibration tools for multi-sensor, multi-modal robotic systems

awesome-lidar icon awesome-lidar

😎 Awesome LIDAR list. The list includes LIDAR manufacturers, datasets, point cloud-processing algorithms, point cloud frameworks and simulators.

awesome-visual-slam icon awesome-visual-slam

:books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers

balancingwii icon balancingwii

Self balancing robot (Segway) based on modified/extended MultiWii 2.3 firmware.

benchm-ml icon benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

bmw-yolov3-training-automation icon bmw-yolov3-training-automation

This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. Training with YOLOv3 has never been so easy.

bonnetal icon bonnetal

Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn

bonxai icon bonxai

Fast, hierarchical, sparse Voxel Grid

botanbot_sim icon botanbot_sim

Simulation of Botanbot, an Ackermann type robot for agricultural use cases. It is configured to work with 2.5D navigation system vox_nav

cam_exploration icon cam_exploration

ROS package implementing a 2D exploration framework for 3D mapping with RGBD camera(s)

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