comma
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About
Comma is an AI-driven vehicle upgrade system designed to bring advanced driver assistance features to cars that consumers already own. By combining specialized hardware, currently the comma four, with the open-source openpilot software, the system enables features like automated lane centering and adaptive cruise control. It acts as an aftermarket addition that plugs into a vehicle's existing communication bus, allowing the software to interpret sensor data and provide steering and speed adjustments. The primary goal is to make long-distance driving less fatiguing by handling the routine aspects of highway travel through a sophisticated vision-based AI model. The system's functionality is built on a 360-degree vision system that monitors the road environment in real-time. Key capabilities include lane changing, dashcam recording, and over-the-air (OTA) updates that continuously improve the driving model based on fleet data. Openpilot, the software powering the device, has been trained on over 300 million miles of real-world driving data, contributing to its ability to handle complex road scenarios without constant driver intervention. Unlike traditional built-in manufacturer systems, it is highly transparent and community-driven, with a public GitHub repository hosting the codebase. This tool is ideal for commuters, road trippers, and tech enthusiasts who own supported vehicle models from brands such as Toyota, Hyundai, Kia, and Ford. It specifically targets those who want semi-autonomous driving capabilities without having to purchase a brand-new vehicle. It is particularly beneficial for high-mileage drivers looking to reduce the physical and mental strain of highway cruising. Because it supports over 325 car models, it offers a versatile solution for a wide range of drivers who prioritize safety and convenience through modern artificial intelligence technology. What sets comma apart from manufacturer-provided systems is its open-source nature and rapid iteration cycle. While many factory systems are closed and rarely updated, comma's openpilot software receives frequent updates and benefits from a massive global community of users and developers. This results in a system that often provides a smoother and more reliable experience than factory-installed lane-keep assist. Additionally, the hardware is designed for straightforward installation, requiring a plug-and-play setup for most compatible vehicles, making high-level autonomy accessible to the general public.
Pros & Cons
Supports a wide range of over 325 vehicle models from 27 major automotive brands.
Utilizes an open-source codebase with a massive community of 20,000 users and 50k GitHub stars.
Includes 360-degree vision capabilities for superior environmental awareness compared to basic sensors.
Provides continuous feature improvements and driving model refinements via OTA updates.
Leverages over 300 million miles of real-world driving data to train its autonomous models.
Requires the purchase of specific hardware (comma four) to function.
Compatibility is limited to specific year ranges for supported car models.
Hardware must be manually plugged into the car's existing systems by the user.
Use Cases
Long-distance commuters can use the system to automate lane centering and speed control to reduce driving fatigue on highways.
Toyota or Hyundai owners can upgrade their vehicles with advanced AI features typically found only in high-end electric vehicles.
Tech-savvy drivers can contribute to or customize their driving experience using the open-source openpilot codebase.
Road trip enthusiasts can utilize the integrated dashcam recording and adaptive cruise to enhance safety during long journeys.
Fleet operators can benefit from a unified driver assistance platform across various supported car makes and models.
Platform
Features
• dashcam recording
• 360° vision
• lane changing
• adaptive cruise control
• open-source openpilot software
• support for 325+ car models
• over-the-air (ota) updates
• lanecentering
FAQs
Which car models are compatible with the comma system?
The system supports over 325 car models from 27 different brands. This includes popular vehicles like the Toyota Corolla (2020-22), Hyundai Sonata (2020-23), and Kia Niro EV (2019-23).
How does the software stay updated?
The system uses over-the-air (OTA) updates to deliver the latest software improvements. This allows the driving models to improve over time without requiring manual hardware changes.
Is the driving software open source?
Yes, the driving software is called openpilot and is open source. It is available on GitHub where it has garnered over 50,000 stars from the developer community.
What kind of vision system does the comma four use?
The comma four hardware features a 360-degree vision system. This provides the AI with a comprehensive view of the vehicle's surroundings to manage lane centering and lane changes safely.
Can the system drive for long periods without intervention?
Openpilot is designed to drive for hours without driver action under the right conditions. However, it is an active driver assistance system that still requires the driver to remain attentive.
Pricing Plans
comma four
Unknown Price• Lanecentering
• Dashcam recording
• Adaptive cruise
• OTA updates
• Lane changing
• 360 vision
Job Opportunities
Pick & Place Operator
Transform your existing vehicle into an advanced semi-autonomous car with AI-powered lane centering, adaptive cruise control, and hands-free driving capabilities.
Benefits:
Chef-prepared lunch and dinner
On-site gym and yoga studio
24/7 access to the comma fleet of cars
Health, dental, and vision insurance
Flexible time off
Education Requirements:
No traditional background or school requirement
Experience Requirements:
Relevant experience required
Responsibilities:
Run the comma factory's circuit board line
Show more details
Technician
Transform your existing vehicle into an advanced semi-autonomous car with AI-powered lane centering, adaptive cruise control, and hands-free driving capabilities.
Benefits:
Chef-prepared lunch and dinner
On-site gym and yoga studio
24/7 access to the comma fleet of cars
Health, dental, and vision insurance
Flexible time off
Education Requirements:
No traditional background or school requirement
Experience Requirements:
Experience building computers
Good debugging skills
Detail orientedness
Responsibilities:
Maintain the comma compute cluster
Maintain the comma fleet
Show more details
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
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