Object detection using deep learning with Yolo, OpenCV and Python via Real Time Streaming Protocol (RTSP)

Python RTSP security camera app with YOLO object detection

Python & C# Code of RTSP for AI Yolo Camera

This system detects vehicles, license plates, and brand logos using YOLO models via RTSP. I annotated 500+ images to help train a new model (best.pt) for plate character recognition, tested it using C++/Python DeepStream, and deployed it on Windows and Jetson Nano.

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RTSP VEHICLE MONITORING AND DETECTION USING PYTHON AND YOLO V8

Python application that runs the YOLO object detection model on an RTSP stream.

Object detection using deep learning with Yolo, OpenCV and Python via Real Time Streaming Protocol (RTSP)

Object detection on video streams using YOLO, OpenCV, and Python typically involves capturing video frames in a loop, passing them through a pre-trained YOLO model (like v8 or v9), and drawing bounding boxes for detection. Key GitHub repositories for this include Stream YOLO for streaming perception and YOLO-python-RTSP for RTSP streams.

Object detection on video streams using YOLO, OpenCV, and Python typically involves capturing video frames in a loop, passing them through a pre-trained YOLO model (like v8 or v9), and drawing bounding boxes for detection. Key GitHub repositories for this include Stream YOLO for streaming perception and YOLO-python-RTSP for RTSP streams.

A python project underway for object and person analysis using RTSP feeds from CCTV using YOLO and what not.

Simple python script and docker container to take in an RTSP stream and run YOLO image detection to republish the stream.

A Python-based traffic monitoring system using YOLO object detection on RTSP streams from Unifi IP cameras to count vehicles, estimate speed, and analyze traffic patterns. Future updates will include vehicle type, color detection, and pedestrian counting.