Table 7 Performance comparison and improvement of different networks on multiple Datasets.
From: Improved road traffic sign recognition from feature reconstruction
Method | Memory usage (MB) | Inference time (ms) | Hardware platform |
|---|---|---|---|
propose method with MobileNetV2 | 202.92 | 21.58 | RTX 4070 Ti |
29.87 | 250.13 | Jetson Orin Nono | |
propose method with VGG-16 | 261.16 | 22.70 | RTX 4070 Ti |
32.02 | 229.49 | Jetson Orin Nono | |
propose method with ResNet50 | 200.99 | 22.71 | RTX 4070 Ti |
31.42 | 263.20 | Jetson Orin Nono | |
propose method with AlexNet | 201.22 | 16.39 | RTX 4070 Ti |
29.34 | 211.30 | Jetson Orin Nono |
