Computer Vision & Robotics Course
This course equips engineering professionals with essential computer vision skills for mobile robotics in warehouses. Delve into detection, tracking, depth estimation, and occupancy mapping, culminating in real-time deployments on embedded GPUs to ensure safe and efficient navigation in automated settings. Ideal for those advancing industrial automation technologies.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
Gain hands-on expertise in constructing dependable mobile robots for warehouse environments. Master geometric vision principles, camera calibration, image formation techniques, and resilient feature extraction methods. Progress to advanced topics like detection, tracking, segmentation, and depth estimation. Additionally, excel in dataset creation, synthetic data generation, embedded GPU deployment, safety-oriented human detection, occupancy mapping, and integrated navigation systems.
Elevify advantages
Develop skills
- Vision geometry and calibration: develop precise camera models suited for mobile robots.
- Real-time detection: implement efficient YOLO-based models on embedded GPUs with safety measures.
- Human tracking for safety: identify, follow, and assess people in proximity to robots.
- Free-space and obstacle mapping: integrate RGB, depth, and lidar data into occupancy grids.
- Dataset and domain adaptation: design, annotate, and tailor vision datasets for warehouse applications.
Suggested summary
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