I will build a real time object detection system using opencv python

Most object detection projects fail not because of the model but because of poor integration, slow inference, and no real-world testing.

I build production-grade object detection systems using OpenCV and Python that run in real time, on your actual hardware, with your actual data.

Custom-trained detection models your classes, your dataset

Real-time video detection RTSP streams, webcam, video files

Multi-object tracking with DeepSORT and ByteTrack

ONNX export for CPU deployment no GPU required

FastAPI endpoint wrapper for direct integration

️ Autonomous driving ADAS system 95%+ accuracy Hong Kong client

️ Real estate property analysis ResNet + FastAPI Dubai client

️ People counting, vehicle detection, defect inspection all shipped

If you have a dataset, I will train on it. If you do not, I will guide you on exactly what you need.

Message me before ordering. Describe your detection task and I will tell you what accuracy to expect!