Faster R-CNN | 89.5 | 20.5 | 125.3 |
YOLOv5 | 85.3 | 79.4 | 42.7 |
YOLOv7 | 87.1 | 102.5 | 37.2 |
YOLOv8 | 92.3 | 157.2 | 28.5 |
CPU | Intel Core i7-11800H |
GPU | NVIDIA GeForce RTX307 |
Language | Python3.7 |
Deep Learning Framework | Pytorch1.11.0 |
CUDA | 11.3.0 |
Compiler | Pycharm2021 |