Robot perception
OpenCV
Developed by OpenCV project
OpenCV is an open-source computer-vision library used for image processing, calibration, detection and perception pipelines.
Open source
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Software category
Robot Perception Software: Vision, Depth and AI Tools
Compare verified perception libraries for computer vision, 3D geometry and accelerated ROS 2 sensor processing.
How to compare tools in this category
Identify whether the required output is an image detection, geometric transform, point cloud or depth estimate. Use recorded sensor data with known calibration and timestamps. Compare error and processing delay under the intended lighting and compute load, then verify how the output reaches the robot coordinate frame.
Verified source
Robot perception
Open3D
Developed by Open3D project
Open3D is an open-source C++ and Python library for processing, registering, reconstructing and visualizing 3D geometry used in robotics and computer vision.
Open source
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Robot perception
NVIDIA Isaac ROS
Developed by NVIDIA
Isaac ROS provides GPU-accelerated ROS 2 packages for perception, visual SLAM, depth and sensor processing on NVIDIA hardware.
Open sourceROS 2
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