Research Article
A Noble Classification Framework for Data Glove Classification of a Large Number of Hand Movements
Table 5
Comparison of different classification networks.
| | Classification network | Validation accuracy (%) | Training time (min) |
| | Single bilstmLayer Single fullyConnectedLayer | 84.41 | 3 | | Single bilstmLayer Double fullyConnectedLayers | 90.77 | 4 | | Double bilstmLayers Double fullyConnectedLayers (DBDF network) | 93.15 | 5 | | Triple bilstmLayers Double fullyConnectedLayers | 91.33 | 6 | | Double bilstmLayers Triple fullyConnectedLayers | 91.2 | 5 |
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