Samfred RoboticsSamfred Robotics
Computer Vision for Robotics

Give your robot eyes it can actually trust.

Real time perception, object detection, pose estimation, and visual servoing — tuned on your hardware, in your lighting, for your task.

Perception stacks built for the field, not the lab.
Computer Vision for Robotics

Perception stacks built for the field, not the lab.

We design and deploy vision pipelines for robots and automation — YOLO and transformer based detectors, SLAM and visual odometry, depth from stereo or RGB D, hand eye calibration, and grasp planning that actually survives real lighting.

Edge first: we target Jetson, Raspberry Pi, Coral, or your own custom board, and we optimise models so they run in milliseconds, not seconds.

What's included
  • Object detection, classification, and segmentation
  • 6 DoF pose estimation and visual servoing
  • SLAM, visual odometry, and depth perception
  • Dataset collection, labelling, and model fine tuning
  • Edge deployment on Jetson, Pi, or custom MCUs
  • ROS 2 and OpenCV integration end to end

Start an inquiry

Tell us the shape of the problem — timeline, budget range, what you've tried. We'll come back with a scoped proposal within one business day.

Tell us about your project

Share a short clip or a few photos of the scene and we'll come back with a feasibility note.