Fei Pei, Jinfeng Liu, Xiaohe Li. An Image Style Transformation Model Compression Algorithm for Mobile Terminal[J]. Laser & Optoelectronics Progress, 2020, 57(6): 061021
- Laser & Optoelectronics Progress
- Vol. 57, Issue 6, 061021 (2020)
Fig. 1. Overall structure of model iterative optimization style transformation algorithm
Fig. 2. Image style transformation network structure
Fig. 3. Network architecture before and after improvement. (a) Before improvement; (b) after improvement
Fig. 4. Style transformation scores before and after network model compression. (a) Before compression; (b) after compression
Fig. 5. Transformation scores of image with different styles after network model compression
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Table 1. Number of network parameters at each layer
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Table 2. Comparison of number of parameters before and after model compression
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Table 3. Data related to the compressed model
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Table 4. Test results at mobile terminal
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