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ApolloAuto/apollo

Apollo is an open autonomous driving platform with a flexible architecture for developing, testing, and deploying autonomous vehicles.

26.5K
Active
C++
Robotics
Documentation
C++
#autonomous-driving#apollo#self-driving-car

microsoft/AirSim

Open-source simulator for autonomous vehicles and drones, built on Unreal Engine, with AI and computer vision capabilities.

18.0K
Experimental
C++
Computer Vision
Unreal Engine
#autonomous-vehicles#drones#computer-vision

carla-simulator/carla

Open-source simulator for autonomous driving research.

13.6K
Active
C++
#autonomous-driving#simulator#research

lexfridman/mit-deep-learning

This repository contains tutorials, assignments, and competitions for MIT's deep learning courses, covering a wide range of AI and machine learning topics.

10.4K
Archived
Jupyter Notebook
Deep Learning
#deep-learning#machine-learning#ai

udacity/self-driving-car

The Udacity open source self-driving car project, built with Jupyter Notebooks.

6.3K
Archived
Jupyter Notebook
Backend Frameworks
Computer Vision
#self-driving-car#computer-vision#machine-learning

janhuenermann/neurojs

A JavaScript library for deep learning and reinforcement learning, with applications in areas like self-driving cars.

4.4K
Archived
JavaScript
ML Ops
Backend Frameworks
JavaScript
#deep-learning#reinforcement-learning#neural-network

Ly0n/awesome-robotic-tooling

A curated list of tools for professional robotic development in C++ and Python with ROS, autonomous driving, and aerospace.

3.7K
Archived
Robotics
CLI Tools
#robotics#autonomous-driving#aerospace

autorope/donkeycar

Open source platform to build a small-scale self-driving car using computer vision and AI.

3.4K
Active
Python
Computer Vision
Robotics
Python
#self-driving-car#computer-vision#robotics

ndrplz/self-driving-car

This GitHub repository contains projects for the Udacity Self-Driving Car Engineer Nanodegree, focusing on computer vision, deep learning, and autonomous vehicle technology.

2.9K
Archived
C++
Computer Vision
Deep Learning
#computer-vision#deep-learning#autonomous-vehicles

315386775/DeepLearing-Interview-Awesome-2024

A comprehensive collection of interview questions and answers for AI, computer vision, and LLM topics.

2.8K
Stable
LLM Frameworks
Computer Vision
PyTorch
#ai-interview#computer-vision#llm

MaybeShewill-CV/lanenet-lane-detection

Unofficial implementation of the LaneNet model for real-time lane detection in self-driving car applications.

2.5K
Archived
Python
Computer Vision
API Frameworks
TensorFlow
#deep-learning#instance-segmentation#lane-detection

daohu527/dig-into-apollo

A set of learning notes for the Apollo autonomous driving framework, useful for developers building self-driving car systems.

2.5K
Archived
Computer Vision
API Frameworks
#autonomous-driving#self-driving-car#computer-vision

lgsvl/simulator

A multi-robot simulator for autonomous vehicles, focused on AI and machine learning development.

2.4K
Archived
C#
Simulators
API Frameworks
ROS
#autonomous-vehicles#computer-vision#deep-learning

microsoft/AutonomousDrivingCookbook

Tutorials and demos for building autonomous driving systems using Microsoft's AirSim simulation platform.

2.4K
Stable
Jupyter Notebook
Computer Vision
API Frameworks
Jupyter Notebook
#autonomous-driving#computer-vision#simulation

HuangCongQing/pcl-learning

A C++ library for 3D point cloud processing and visualization, with applications in self-driving cars and robotics.

1.9K
Experimental
C++
Computer Vision
Backend Frameworks
ROS
#3d-detection#3d-reconstruction#3d-representation

lexfridman/deeptraffic

A deep reinforcement learning competition for self-driving car simulations, part of the MIT Deep Learning series.

1.8K
Archived
JavaScript
Machine Learning Ops
API Frameworks
JavaScript
#deep-learning#reinforcement-learning#self-driving-cars

ArztSamuel/Applying_EANNs

This 2D Unity simulation allows cars to learn to navigate through different courses using a feedforward neural network and genetic algorithm.

1.6K
Experimental
ASP
Neural Networks
Evolutionary Algorithms
#neural-networks#genetic-algorithm#self-driving

autowarefoundation/autoware_universe

Autoware Universe is an open-source autonomous driving software framework for self-driving cars and robots.

1.5K
Active
C++
API Frameworks
Backend Frameworks
ROS
#autonomous-driving#self-driving-car#robotics

streamlit/demo-self-driving

A Streamlit app that demonstrates real-time object detection on the Udacity self-driving-car dataset.

1.3K
Active
Python
Computer Vision
Charts & Visualization
Streamlit
#computer-vision#object-detection#yolo

aitorzip/DeepGTAV

A C++ plugin that transforms Grand Theft Auto V into a self-driving car research environment

1.2K
Archived
C++
Computer Vision
Reinforcement Learning
#self-driving-car#reinforcement-learning#dataset-generation
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