Research Article
[Retracted] Vehicle Detection for Vision-Based Intelligent Transportation Systems Using Convolutional Neural Network Algorithm
Table 4
Results comparison of proposed, baseline, and benchmark paper.
| Benchmark | Proposed solution | YOLOv5 without k-means | Class | Average precision | Class | Average precision | Class | Average precision |
| Car | 77.16 | Car (A) | 97.9 | Car (A) | 93.7 | Other | 31.28 | Motorcycle (A) | 97.7 | Motorcycle (A) | 90.9 | Van | 49.71 | Car (B) | 95.9 | Car (B) | 91.6 | Bus | 83.63 | Motorcycle (B) | 94.4 | Motorcycle (B) | 87.2 |
|
|