Research Article
Image Recognition of Crop Diseases and Insect Pests Based on Deep Learning
Table 9
The average value of mAP detected by 3 types of different data targets.
| | Item | Epoch | YOLO-V3 | Precision | MEMA-T | VGG16 | AlexNet |
| | YOLO-V4 | 0.03 | 1.82 | 0.28 | 0 | 1.09 | 1.89 | | OpenGL | 3.76 | 2 | 1.94 | 3.9 | 1.05 | 1.1 | | Deep learning | 3.46 | 3.64 | 2.68 | 3.22 | 5.24 | 3.15 | | Remote sensing | 5.44 | 3.26 | 3.94 | 4.01 | 3.1 | 5.82 | | OpenCV | 2.16 | 2.35 | 4.16 | 1.65 | 3.18 | 3.82 | | OpenGL | 5.89 | 6.34 | 2.22 | 6.89 | 2.57 | 6.38 | | SMCNL | 1.01 | 3.3 | 3 | 6.43 | 6.87 | 1.62 |
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