Research Article
Lightweight YOLOv4 with Multiple Receptive Fields for Detection of Pulmonary Tuberculosis
Table 2
The influence of each improved module on the pulmonary tuberculosis detection model.
| Model | mAP (%) | Parameters (M) | Miss detection rate (%) | Detection time (s) |
| Model 1 | 85.86 | 38.64 | 16 | 6.95 | Model 2 | 88.50 | 39.57 | 13 | 7.87 | Model 3 | 91.92 | 58.29 | 10 | 8.86 | MIP-MY | 95.59 | 33.91 | 6 | 5.88 |
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