Baidu Apollo

Create, test, develop high-precision maps, deep learning models, deploy, and operate autonomous vehicles seamlessly.

Freemium
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Web, Linux, API
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AI Tools for TestingEducation

Free plan available
No credit card

What is Baidu Apollo?

Baidu Apollo is an open-source platform for developing and testing autonomous vehicles. It provides tools for creating high-precision maps, training deep learning models, and managing the full lifecycle of autonomous vehicle projects from development through deployment. The platform is designed for organisations working on self-driving technology, including automotive companies, research teams, and technology firms. Baidu Apollo combines mapping software, simulation environments, and machine learning capabilities in one integrated system. The freemium model means small teams and researchers can start with the free tier, whilst larger operations can access additional resources.

Key features

High-precision mapping tools

create and edit detailed maps required for autonomous navigation

Simulation environment

test vehicle behaviour and algorithms in virtual scenarios before real-world trials

Deep learning model training

build and refine perception and decision-making models

Vehicle control modules

manage steering, acceleration, and braking logic

Data collection and labelling

gather and annotate training data from sensors and cameras

Deployment management

push tested models to production vehicles and monitor performance

Pros & cons

Advantages

Free tier removes barriers for researchers and small teams exploring autonomous vehicle development
Integrated toolkit reduces need to stitch together multiple separate tools and platforms
Active community support and documentation from Baidu's autonomous driving experience
Covers the full development pipeline from mapping through to vehicle operation

Limitations

Steep learning curve for teams new to autonomous vehicle development; requires technical expertise
Pricing and feature limits for commercial use are not transparent; enterprise tiers may be expensive
Integration with specific vehicle hardware may be limited depending on your fleet