Ultralytics, the computer vision company which the responsible for the develoment of Yolo object detection models, hs recently lanched the Yolov12 series of object detection models and we are going to try these model. So, In this step by step tutorial we are going to to develop a Web App for the Object Detection using Yolov12, OpenCV and Gradio Framework and check the performace of Yolov12.