I will do computer vision ai on raspberry pi, jetson nano or edge device

Do you need a computer vision or AI model running on a Raspberry Pi, NVIDIA Jetson Nano, or other edge device in real time? I can help you build and deploy it from scratch or from your existing model.

Most developers can train a model. Very few can make it run fast and reliably on low-power edge hardware. That's exactly what I specialize in.

What I Can Do For You

• Deploy YOLOv8 / YOLOv11 on Raspberry Pi 4/5 or Jetson Nano
• Real-time object detection, tracking and counting on edge hardware
• Model optimization for edge: TensorRT, ONNX, TFLite conversion
• Camera pipeline setup (USB, CSI, Pi Camera, RTSP stream)
• GPIO integration trigger alerts, LEDs, relays based on detections
• Custom CV pipelines for surveillance, robotics, or automation
• Headless deployment with auto-start on boot

Tech Stack

• Hardware: Raspberry Pi 4/5, Jetson Nano, Jetson Orin Nano
• Models: YOLOv8, YOLOv11, MobileNet, EfficientDet
• Optimization: TensorRT, ONNX Runtime, TFLite
• Libraries: OpenCV, Ultralytics, PyTorch, TensorFlow Lite

What You Will Receive

• Fully working code tested for your target hardware
• Optimized model file (ONNX / TensorRT / TFLite)
• Step-by-step setup guide and README
• Demo video showing real-time performan