Leveraging YOLO Algorithm and PaddleOCR in Machine Learning Applications

Abstract

Abstract: This research is about implementation of the YOLO algorithm in PaddleOCR and several aspect of machine learning. The mention discusses this technology integration and way they have worked to accomplish the tasks and the expected use on the real world scenarios. The paper accomplishes this by extensively analysing the literature and doing deliberate experimentation. Insights that will give on algorithm effectiveness and challenges are also captured in this paper. Contemporary computer vision systems that leverage efficient machine learning approaches like YOLO (You Only Look Once) and PaddleOCR have expanded in almost every industrial sector. The paper is concerned with the integration of these algorithms in the wide programs and consequential effect on the practical field. A systemic reading of up to date literature and experimental analysis is done by this paper to bring out this vital aspect of their usage, the challenges as well as their prospects in the future