Research Article
Detection of Apple Lesions in Orchards Based on Deep Learning Methods of CycleGAN and YOLOV3-Dense
Table 8
Detection results of anthracnose lesions in original and generated images.
| | Diseased apple images | Original images | Color transformation | Brightness transformation | Angle transformation | CycleGAN generation |
| | Number of detected lesions | 194 | 201 | 190 | 193 | 177 | | Number of missed lesions | 25 | 18 | 29 | 26 | 18 | | Number of wrong lesions | 9 | 6 | 11 | 9 | 17 |
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