Improved CNN Method for Crop Pest Identification Based on Transfer Learning

Table 3

Comparison of recognition accuracy of image categories.

	The proposed method	Reference [20]	Reference [22]
Sheath blight	97.53	89.54	87.01
Flax spot	97.54	91.24	84.93
Rice blast	97.01	89.13	81.98
Powdery mildew	96.53	88.49	84.59
Leaf rust	97.25	89.02	85.0
Scab	97.16	87.43	84.17