Object Detection, Oriented Bounding Boxes (OBB) Object Detection, Object Segmentation, and Pose Detection from Image Files, Video Files, Webcams, and RTSP Streams Using Ultralytics YOLO26 in Streamlit

CivicProof,An AI-powered governance platform that automates the visual verification of hyper-local civic works to ensure transparency and citizen trust.

A deep learning-based traffic object detection system using YOLOv8. The model detects vehicles and traffic signs such as cars, trucks, buses, traffic lights, and stop signs, providing bounding boxes and confidence scores. Trained on a filtered dataset and evaluated on real-world images.