Bangalore, भारत
Vacancy description
infosys ltd
Bangalore, भारत
Job Summary :We are looking for a Computer Vision Robotics Engineer with strong hands-on experience in developing and integrating computer vision solutions for robotic https://jobeax.com/link/uTkIfl1tAHKRWQPa role will focus on building vision-based software, developing image-processing and AI models, integrating perception modules with robotic systems, and optimizing solutions for real-time https://jobeax.com/link/wXURIxgrAfa888Pf Responsibilities :- Develop and implement computer vision algorithms for robotic applications.- Build solutions for object detection, image classification, object recognition, tracking, and segmentation.- Develop image-processing pipelines using OpenCV and related computer vision libraries.- Work with camera and sensor data to develop reliable perception solutions.- Develop and integrate computer vision modules with robotic software systems.- Work with ROS/ROS2 to integrate perception components into robotics applications.- Develop and deploy machine learning and deep learning models for vision-based use cases.- Train, test, evaluate, and optimize computer vision models based on application requirements.- Optimize vision algorithms for real-time performance and efficient resource utilization.- Develop APIs and software components for integrating computer vision capabilities with other applications.- Debug and resolve issues related to image processing, model inference, application performance, and robotics integration.- Conduct testing and validation of computer vision solutions in development and production environments.- Collaborate with robotics, software, AI/ML, and embedded engineering teams.- Maintain technical documentation related to algorithms, implementations, testing, and deployments.- Participate in proof-of-concepts and development of new computer vision https://jobeax.com/link/2J2QZURYIiOPgV08 Skills :- 6 - 8 years of experience in Computer Vision, Robotics Software, AI/ML, or related areas.- Strong programming skills in Python and/or C++.- Hands-on experience with OpenCV and computer vision libraries.- Strong understanding of image processing and computer vision fundamentals.- Experience with object detection, classification, tracking, and segmentation.- Experience with deep learning frameworks such as PyTorch or TensorFlow.- Experience developing and deploying ML/CV models in real-world applications.- Working knowledge of ROS/ROS2.- Experience working with camera-based systems and image/video data.- Understanding of model optimization and real-time inference.- Good knowledge of Git, Linux, debugging, and software development practices.- Strong problem-solving and analytical skills.- Good understanding of software development lifecycle and testing practices. (ref:hirist.tech)
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