Yajie Fu, Hongli Zhang. Forest Fire Detection Method Based on Transfer Learning of Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2020, 57(4): 041010
- Laser & Optoelectronics Progress
- Vol. 57, Issue 4, 041010 (2020)
Fig. 1. Schematic of forest fire detection network
Fig. 2. Process of selective search method
Fig. 3. Structure of AlexNet convolutional neural network
Fig. 4. Schematic of transfer learning process
Fig. 5. Forest fire test results. (a) Test results ①; (b) test results ②; (c) test results ③; (d) test results ④
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Table 1. Classification performances of different models
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Table 2. Comparison of different CNN algorithms
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Table 3. Comparison of different migration learning CNN algorithms
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