Annotation Services
for Automotive OEMs
Powering autonomous vehicles with high quality training data and
accelerating AI development processes
Automotive Annotation Examples
World-class Niche Expertise in Automotive
Mindy Support can help you unlock the full potential of your AI projects with our high-quality automotive annotation services, ensuring precise and reliable training data for superior model performance. This includes services like:
Image & Video Segmentation for HD Mapping
- Custom HD map generation: Offering services to create precise, high-definition maps using advanced image and video segmentation techniques, tailored for various industries like autonomous vehicles, urban planning, and robotics.
- Automated object detection and labeling: Providing segmentation services that can identify and label objects (vehicles, pedestrians, road signs) in video and image data, enhancing the accuracy of map creation.
- Real-time scene analysis: Implementing real-time segmentation for dynamic environments, allowing for live updates of HD maps in changing conditions, such as traffic or construction zones.
Object and Event Recognition for ADAS
- Moving and static object recognition is essential for enhancing the accuracy of Advanced Driver Assistance Systems (ADAS), ensuring a deeper understanding of the driving environment.
- Improved object detection leads to more precise ADAS responses, reducing the likelihood of accidents and improving overall road safety.
- Enhanced accuracy in recognizing both dynamic and static elements (like vehicles, pedestrians, and obstacles) allows ADAS to make smarter decisions in real-time, providing drivers with better support.
Road Scene Recognition & Analysis for Collision Prevention
- Scene context understanding is crucial for the next generation of autonomous vehicles, enabling them to interpret complex driving environments more accurately.
- Comprehensive scene analysis helps self-driving cars recognize not only objects but also the relationships and interactions between them, leading to safer navigation decisions.
- Accurate context awareness aids in predicting potential hazards and avoiding accidents, making autonomous vehicles more reliable in real-world conditions.
In-Cabin Behavior Recognition & Annotation
- Modern driver monitoring systems use advanced sensor technology to continuously evaluate driver behavior, ensuring safer driving practices.
- Real-time detection of undesirable driving behavior, such as drowsiness, distraction, or aggressive driving, allows for timely alerts to prevent potential accidents.
- Widespread implementation of these systems across more vehicles will significantly enhance road safety by reducing human errors and risky behaviors.
LiDAR Annotation
- LiDAR annotation is a critical process for advanced autonomous vehicles, as it converts raw 3D data into structured, usable training datasets for machine learning models.
- Accurate annotation enables ML models to better understand multi-component environments, including both urban and natural settings, ensuring that autonomous vehicles can navigate safely and efficiently.
- Transforming complex 3D data through LiDAR annotation allows vehicles to recognize and differentiate between objects like buildings, pedestrians, vehicles, and terrain with high precision.
Geospatial Data Annotation
- Enhance geospatial models by integrating computer vision, artificial intelligence, and machine learning, enabling better navigation and the extraction of real-world objects from geographical or aerial imagery.
- Improve object detection in road environments with advanced AI techniques, allowing for more precise identification of vehicles, pedestrians, buildings, and natural landmarks.
- Accurate image annotation and labeling boost the performance of your geospatial machine learning models, leading to more reliable predictions and data analysis.
Speech Recognition & Sound Labeling for Voice & Security Assistants
- Next-generation voice interaction offers near-instant voice wake-up, allowing for seamless communication with digital personal assistants at any time.
- Advanced AI-based speech recognition ensures highly accurate voice commands, even in noisy environments, enhancing the overall user experience.
- Enhanced voice technology allows users to access information, control devices, and manage tasks more efficiently, improving productivity and convenience.
Multi - Sensor Fusion
- Multi-Sensor Fusion technology allows researchers to combine data from multiple sources, creating a unified and comprehensive view of any environment.
- Integrating information from computer vision cameras, LiDAR, Radar, and other sensors helps address the limitations and challenges associated with each individual sensor, improving overall accuracy.
- Fusing diverse sensor data enhances object detection, distance measurement, and environmental understanding, critical for applications like autonomous driving and robotics.
Industries We Serve
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Our Global Presence
Global recruitment options enable companies to tap into multilingual teams for their Data Annotation for LLM and Customer Support services. Our extensive language services empower businesses to efficiently handle data and convey messages worldwide, transcending cultural and time zone barriers.
Our clients
Our Customers Say
Guilia M
Anyline, Austria
Thanks to Mindy Support, the client has been able to deliver multiple custom-made mobile OCR scanning solutions on time. They have been thorough and quick to respond with clear communication. Their most impressive feat has been creating solutions within hours.
Dr Henning Lategahn
Atlatec GmbH, Germany
We have been working with Mindy for some time now. They support our teams in Germany with 3D map building work. Their work is invaluable and helps us to deliver on time, within budget, and with quality. They are part of the team now. Thanks, Mindy.
Nick D.
Viu More, Belgium
Thanks to Mindy Support, the client has created an effective model that enables them to differentiate various types of waste. As a result, they've managed to annotate over 1,000 images within two weeks. The team is easy to work with — they're receptive to feedback, personable, and communicative.
Emma Schuster
Sweatcoin, United Kingdom
Mindy Support mastered the role quickly and they meet all of the client's needs. They proactively seek feedback and are very responsive. Exhibiting great project management skills, they provide great service and have an effective workflow. Always available, the team is always on hand if needed.
Antoine S.
Kili Technology
The client has been pleased with Mindy Support's performance. The quality of their annotation and their speed of work have been impressive. Responsive and organized, they facilitate a seamless workflow, which encourages long-term partnership.
Tyler M.
Superb AI
The most impressive aspect of Mindy Support is their ability to combine speed with precision, all while maintaining cost efficiency. Their adeptness at quickly assimilating project requirements and delivering quality annotations within stringent deadlines is commendable and has been instrumental in our projects' success.
Rene Boiler
OnRecruit, Netherlands
In our experience, Mindy Support offers a high return on investment. Many successful meetings with potential clients were won solely on the work they completed. On a personal note, it was a pleasure working with Tetiana and Evgenia, and certainly should we require their expertise in the future, Mindy Support will be the first business we speak to.
Alex C.
YieldSystems
Mindy Support boasted more than 95% accuracy in data annotation, allowing them to flawlessly and efficiently execute their tasks. A dependable partner, they communicated effectively and remained punctual throughout. They provided accurate and cost-effective solutions for the client's software needs.
Let’s Expand with Mindy!
We have a minimum threshold for starting any new project, which is 735 productive man-hours a month (equivalent to 5 graphic annotators working on the task monthly).