Research Article
Research on Real-Time Multiple Single Garbage Classification Based on Convolutional Neural Network
| Mode | Time | Acc | Params (M) | FLOPs (G) |
| AlexNet | 19 min 28 s | 0.675 | 54.4 | 0.71 | VGG16 | 62 min 55 s | 0.671 | 128.1 | 1.68 | ResNet18 | 26 min 41 s | 0.864 | 10.7 | 1.82 | MobileV2 | 41 min 60 s | 0.857 | 2.1 | 0.32 | SuffleV2 | 47 min 11 s | 0.874 | 5.1 | 0.59 | GAF_dense | 24 min 41 s | 0.921 | 0.1 | 0.31 |
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