I will deploy computer vision ai on raspberry pi, jetson nano or edge devices
AI Engineer with Expertise in LLMs, Computer Vision, Edge AI and Drones
About this Gig
Are you trying to run a computer vision project on a Raspberry Pi or NVIDIA Jetson but having trouble getting it to work smoothly in real time?
I can help you set up, optimize, and deploy your computer vision model directly on your edge device. Whether you already have a trained model or are starting with an idea, I can help get everything running properly.
I work with Raspberry Pi 4/5, Jetson Nano, and Jetson Orin Nano for projects involving object detection, tracking, counting, cameras, and automation.
I can help with;
YOLOv8 / YOLOv11 object detection
Object tracking and counting
Raspberry Pi and Jetson setup
USB, CSI, Pi Camera and RTSP cameras
OpenCV and Python development
ONNX, TensorRT and TFLite conversion
Model optimization for better FPS
GPIO control for LEDs, relays and other devices
Automatic startup and headless operation
What will provide;
Clean, working source code
Model converted for your hardware
Camera and device configuration
Setup instructions
Testing on the target platform
If you already have a model or project, feel free to message me with the details. I will take a look and let you know the best way to get it running on your device.
FAQ
Can you work with my existing AI model?
Yes. Send me your model and project details, and I can help deploy and optimize it for your target hardware.
Do you support Raspberry Pi?
Yes. I can work with Raspberry Pi 4/5 and compatible camera setups.
Do you support NVIDIA Jetson?
Yes. I can deploy computer vision models on Jetson Nano and Jetson Orin Nano.
Can you use YOLOv8 or YOLOv11?
Yes. I can set up YOLO-based object detection, tracking, and counting.
Can you connect the detection to GPIO devices?
Yes. I can integrate detection events with LEDs, relays, alarms, and other hardware.
Can you optimize my model for better performance?
Yes. Depending on the hardware and model, I can use ONNX, TensorRT, or TFLite to improve performance.
What do you need from me before starting?
I’ll need your target device, model/files, camera type, required detection task, and any specific hardware or performance requirements.

