Research Article
A Method for Extracting Building Information from Remote Sensing Images Based on Deep Learning
Table 2
Efficiency comparison of various network models.
| | Network name | Convergence time (h) | Inference occupies video memory (GB) | Inference speed (fps) |
| | Unet | 6 | 3.3 | 20.5 | | Mix_DeepLabv3+ | 8 | 4.2 | 16.7 | | DeepLabv3+ | 10 | 4.3 | 17.6 | | Rdrop_DeepLabv3+ | 7 | 3.7 | 15.1 | | Super DeepLabv3+ | 7 | 3.6 | 14.8 |
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