Research Article
Deep Learning Approach for Estimating Workability of Self-Compacting Concrete from Mixing Image Sequences
Table 7
Prediction results of VF values with different R.
| | Video number | GT (s) | R = 3 | R = 5 | R = 7 | R = 9 | | Prediction (s) | RE (%) | Prediction (s) | RE (%) | Prediction (s) | RE (%) | Prediction (s) | RE (%) |
| | 1 | 35.8 | 25.0 | 30.5 | 18.2 | 49.6 | 20.7 | 42.5 | 36.4 | 1.2 | | 2 | 200.0 | 177.5 | 11.2 | 176.6 | 11.7 | 164.3 | 17.9 | 169.7 | 15.2 | | 4 | 14.5 | 12.7 | 15.6 | 21.5 | 43.5 | 25.3 | 68.9 | 16.0 | 6.6 | | 25 | 13.0 | 0 | 100.0 | 8.3 | 35.9 | 16.3 | 25.2 | 5.36 | 58.9 | | 27 | 13.0 | 30.6 | 135.0 | 14.1 | 8.1 | 15.6 | 20.3 | 13.3 | 2.4 |
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