Robotics and Computer Vision Specialist
5 days ago
Bangalore, India will be the primary location for this role.
About This Position:
We seek a highly skilled and motivated Computer Vision Engineer to play a crucial part in developing and implementing advanced geometric vision algorithms, localization, and SLAM algorithms for cutting-edge warehouse inventory management products.
This position involves working on the development and implementation of Python-based modules and pipelines to be deployed on both server and edge-based platforms, requiring creative problem-solving skills to build optimal and efficient modules.
Key Responsibilities:
- Design, develop, and implement onboard computer vision algorithms using classical and modern methods for real-time robot localization in an indoor warehouse setting.
- Contribute to geometric vision algorithms involving 3D computer vision tasks such as dense/sparse 3D reconstruction, multiview pose estimation, RGBD fusion, 3D object detection, and 3D dimensioning.
- Implement sensor fusion techniques to integrate data from multiple sensors like LIDAR, cameras, IMU, and ToF, enhancing the accuracy and robustness of vehicle navigation.
- Strong Python programming skills with knowledge of deep learning frameworks and workflows are essential. Responsible for conducting thorough testing and debugging of Python code, ensuring the reliability and robustness of pipeline implementations.
- Contribute to product architecture, make decisions on sensor selections, and deploy solutions in various customer sites, gauging system efficiency daily.
- Ownership of developing and implementing pipelines for computer vision and machine learning algorithms and packaging software for efficiency.
- Hands-on experience in computer vision and machine learning projects solving real-world problems involving vision tasks.
- Able to understand problem statements and implement and test new ideas under supervision.
- Maintain comprehensive documentation of code, algorithms, and pipelines.
- Capability to work collaboratively in a team and communicate effectively.
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