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$
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I will build custom yolo object detection and tracking for drones and jetson
Faris
Level 1
About this gig
Getting a vision model to work in a demo is easy. Getting it to run fast and accurately on a real drone, camera or edge device is the hard part, and that is what I build.
I'm an AI and robotics engineer who builds object detection and tracking systems, from a quick model setup to a fully optimized pipeline on Jetson hardware. Example: a YOLO and TensorRT pipeline running at about 200 FPS on a Jetson Orin NX.
What I can build for you:
- Custom object detection: YOLO models trained on your own objects, not just cars and people
- Tracking and analytics: counting, movement tracking, zones and alerts
- Edge optimization: TensorRT and NVIDIA DeepStream so models run fast on Jetson Nano, Xavier NX, Orin, Raspberry Pi with Hailo, or custom drone payloads
- Drone integration: live camera feeds and companion computers on ArduPilot and PX4 builds, and DJI drones with SDK support
You get clean, commented Python or C++ code, the trained model files and a short guide to run everything.
Please message me before ordering with your hardware, camera, target objects and frame-rate goal so I can scope it exactly.
Get to know Faris
Faris
AI Developer, Robotics Engineer, FPV Drone Design Expert
Level 1
- FromPakistan
- Member sinceJun 2026
- Avg. response time1 hour
- Last delivery1 month
Languages
English
I'm an engineer bridging the gap between intelligent software and physical hardware. I specialize in computer vision systems and custom UAV design. Need a custom object detection model (YOLO, OpenCV, PyTorch) or video analysis AI? That's my bread and butter. I also do expert CAD modeling for drones (SolidWorks, Fusion 360). Whether you need a custom frame for a specific payload or 3D-printable mounts, I design from the ground up so it fits perfectly and flies right. Send a message about your project and let's build something practical!
My Portfolio
FAQ
What drone platforms are compatible with your AI models?
I work with most platforms supporting companion computers (Jetson/Raspberry Pi). This includes custom ArduPilot/PX4 builds and DJI drones with SDK support. As long as we can access the camera feed or mount a payload, I can integrate the AI.
Do I need to provide the dataset for custom object detection?
For custom objects, providing your own images/videos yields the best results. If you don't have a dataset yet, send me a message! I can often help source images, annotate them, or even generate synthetic data for training.
What hardware do I need to run your optimized models?
For high FPS, I recommend NVIDIA Jetson modules (Nano, Xavier NX, Orin) using TensorRT. However, I can also optimize for Raspberry Pi, Hailo-8L accelerators, or standard PCs depending on your project's power and weight limits.
