ADAS Annotation and Data Labeling Services for Computer Vision
Advanced driver-assistance systems (ADAS) is equipping cars and drivers with advance information and technology to make them become aware of the environment and handle potential situations in better way semi-autonomously. And Cogito with ADAS Annotation is helping to train such applications recognize the various objects and situations to take quick and timely decisions automatically for safe driving.
Why ADAS for Controlled and Safe Driving?
Just like self-driving cars, ADAS also using the similar technology like radar, vision and combinations of various sensors including LIDAR to automatize dynamic driving tasks like steering, braking, and acceleration of vehicle for controlled and safe driving.
And to integrate these advance technologies, the ADAS needs labeled data to train the algorithm to detect the various objects and moments of driver. Image annotation is one the well-known service to create such training data for computer vision.
Is ADAS Different from Self-Driving Cars?
In self-driving cars or autonomous vehicles the control is fully given to machine like from driving to steering handling and braking etc. There is not need of driver, it can move itself in a predefined direction avoiding all types of objects without human interference.
While in ADAS, all such assistance are installed to help or alert the drivers in case he is unable to recognize the situation. All the systems semi-autonomously work and take the quick action in the absence of driver’s attention for safe and trouble-free driving.
ADAS Annotation for Object Detection
For ADAS object detection and human facial recognition or body moment detection you need high-quality labeled data. Various types of image annotation techniques like bounding boxes, polygons and semantic segmentation used to create such images.
Just like autonomous vehicles, ADAS enabled cars are also capable to analyze the sensory data to distinguish between road and other objects like cars and pedestrians. Cogito annotate the all types of objects visible on roads including path lane, street lights, sign boards, other vehicles, pedestrians and lane signs etc.
ADAS Annotation for Traffic Detection
Cogito uses ground-truth labeling process to annotate recorded sensor data with the expected state of the automated driving system. And for ADAS traffic labeling, it is using the right combination of computer vision techniques like pattern recognition, learning, feature extraction, tracking, 3D vision, etc.
Cogito is one of the well-known advanced driver assistance systems companies providing a high-quality traffic detection data that will help you to develop a real-time algorithms that are able to recognize the traffic activity in future ADAS technology.
ADAS Annotation for Driver Monitoring
Drivers getting distracted, feeling tired or drowsy can be now detected through ADAS driving monitoring system to measure the indication of drivers mental workload, his behavior and environment around the vehicle. Cogito is doing ADAS systems annotation via frames will help ADAS to track the driver’s face, behavior and his body movement.
ADAS Annotation for Facial Visual Analysis
Face recognition or detection software use landmarks which also called nodal points techniques to detect faces. Cogito provides landmark and point annotation service to accurately measure the distances between eyes, ears, mouth and face of drivers. It has also introduced landmark annotation process for 3D face shape model to recognize the head pose variation, expression and complex background.
Semantic Segmentation ADAS Annotation
Segmentation for ADAS is labeling and index an object in frame and if objects are more than one, each object is labeled in unique color code without background noise. And eliminating background noise is necessary to ensure the quality of recognizing the edges of the object.
Cogito caters image semantic segmentation to recognize the object for fixed and mandatory objects. Image segmentation also created for computer vision applications from low-level vision like 3D-reconstruction and motion estimation to solve high-level vision problems like image understating and scene parsing in computer vision.
Why Cogito for ADAS Annotation and Data Labeling?
Working with well-known clients, Cogito is specialized in rendering the high-quality image annotation services with best quality and accuracy. For ADAS data labeling we have team of well-trained and experienced annotators creating accurately labeled data for testing and training the computer vision based ADAS systems at negotiable pricing and scalable solution for flexible needs.