Research Article
Multiperspective Light Field Reconstruction Method via Transfer Reinforcement Learning
Table 1
Detection rate evaluation report form for different algorithms in the animal dataset.
| ā | Sheep, average | Bird, average | Horse, average | Dog, average | Animal dataset, average | Standard deviation |
| RPN | 71.7 | 75.2 | 74.5 | 77.4 | 74.7 | 2.35 | Fast R-CNN | 71.6 | 73.6 | 73 | 76.4 | 73.7 | 2.02 | YOLO 9000 | 71.7 | 72.4 | 73.3 | 73.1 | 72.6 | 0.73 | SSD | 69.3 | 71.3 | 71.6 | 73.6 | 71.5 | 1.76 | R-CNN | 71.6 | 71.7 | 72.3 | 76.4 | 73 | 2.29 | Ours | 77.2 | 78.2 | 78.7 | 77.8 | 78 | 0.63 |
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VOC2012 animal dataset detected accuracy (%). Average: average recognition rate of five samples in each dataset.
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