Research Article
Application of Digital Image Based on Machine Learning in Media Art Design
Table 5
Comparison of running time.
| Numbering | Data size/B | Number of targets | Traditional media art design | Bidirectional prediction FRCNN model | Running time/ms | Test results | Running time/ms | Test results |
| Image 1 | 512 × 300 | 8 | 13.245 | Incorrect | 11.525 | Correct | Image 2 | 512 × 300 | 2 | 2.335 | Correct | 1.564 | Correct | Image 3 | 512 × 300 | 6 | 8.956 | Correct | 7.213 | Correct | Image 4 | 512 × 300 | 10 | 10.254 | Correct | 9.155 | Correct | Image 5 | 512 × 300 | 2 | 3.625 | Incorrect | 1.145 | Correct | Image 6 | 512 × 300 | 5 | 5.317 | Correct | 4.345 | Correct | Image 7 | 512 × 300 | 6 | 11.175 | Incorrect | 10.354 | Correct | Image 8 | 512 × 300 | 4 | 10.414 | Correct | 9.654 | Correct | Image 9 | 512 × 300 | 6 | 7.256 | Incorrect | 6.215 | Correct | Image 10 | 512 × 300 | 2 | 3.514 | Correct | 1.258 | Correct |
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