Comparison of Object Detection Algorithm using YOLO vs Faster R-CNN : A Systematic Literature Review
Evan Reswara, Sinung Suakanto, Seno Adi Putra · 2023
This article compares the performance, advantages, and disadvantages of two object detection algorithms YOLO and Faster R-CNN. The paper provides a literature review of relevant algorithms, especially the development of related algorithms. However, the paper is comparing relevant performance indicators on multiple public datasets is an essential part. That is to say, the paper did not comprehensively introduce the comparison of the two algorithms in multiple technical indicators. The paper did not comprehensively introduce the comparison between the two algorithms on multiple datasets and multiple technical indicators. Finally, propose suggested solutions for the application scenarios of these two algorithms.