A few months ago, I was building VisionX Tracker, a real-time object detection and tracking system using YOLOv8, DeepSORT, OpenCV, PyTorch, and Streamlit. Watching the system identify people, vehicles ...
Otitis media (OM) and its complications can cause immense suffering for patients. However, due to the limited number of experts and their knowledge base, human specialists can only handle a limited ...
This is a joint work with people from BDA lab of BUAA (Yansheng Wang[team learder], Dingyuan Shi, Maoxiaomin Peng, Yi Xu, Yongxin Tong[coach]). Our solution focus on task 1: order dispatching. It ...
𝗜𝘀 𝗙𝗮𝘀𝘁𝗔𝗣𝗜 𝗕𝗲𝘀𝘁 𝗳𝗼𝗿 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 𝗘𝗻𝘁𝗿𝘆 𝗣𝗼𝗶𝗻𝘁𝘀? I built an API gateway with FastAPI. It is the first stop for all traffic. It handles authentication and traffic ...
Detect — YOLOv8 runs inference on each frame, returning bounding boxes, class labels, and confidence scores. Track — SORT propagates existing tracks via a Kalman Filter (constant-velocity model), then ...
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