Research Article

Lightweight YOLOv4 with Multiple Receptive Fields for Detection of Pulmonary Tuberculosis

Table 1

The quantitative comparison of performance on each loss function.

MethodmAP (%)Miss detection rate (%)

79.4720
78.8120
76.1521
 + 87.4114
 + 85.0617
 + 84.2918
Cross-entropy loss90.3611
Integrated loss95.596