Computer Vision Engineer

2 days ago


tamil nadu, India Valeo Full time

Experience: 2 To 6 Years• Industry experience in applied research in the field of deep learning and computer vision• Exposure to state of the art technologies in Deep learning (e.g. Transformers, GANs, LSTM, BEV)• Experience in Deep Learning in one or more of the following: object detection, segmentation, tracking, pose estimation, action recognition, differentiable rendering• Expert in Python programming and good understanding of deep learning frameworks and workflow• Experience in working with large data sets and developing infrastructure pipelines• Strong fundamentals in 3D geometry• Strong knowledge of Camera parameters and color models• High level of innovation and motivation• Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture• In-depth knowledge of mathematics, statistics, and algorithms• Good communication and collaboration skills• Specialization in Machine Learning preferred.• Applied Deep Learning work experience preferred.• Algorithm development experience in robotics, ultrasonics, RADAR, LIDAR, camera systems, sensor fusion or computer vision• Experience with PC-based simulation tools• Knowledge of UML design tools• Academic publications in relevant field• Experience developing software for embedded platforms.• Experience with version control software• Automotive industry experience.• Experience with imaging or optics systems.• Experience developing algorithms for autonomous and/or real-time systems.• Superb analytical and problem-solving abilities



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