Hotel picture super-resolution method and system, electronic product and medium
A super-resolution, picture technology, applied in the field of picture processing, can solve problems such as poor results, and achieve the effect of improving clarity
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Embodiment 1
[0035] This embodiment provides a method for super-resolution of hotel pictures. refer to figure 1 , the super-resolution method of the hotel image includes the following steps:
[0036] Step S101, constructing a training set of low-definition pictures. A low-resolution picture is a picture with a resolution lower than the preset value.
[0037] Step S102 , perform training based on a generative adversarial network according to the low-resolution image training set to obtain a super-resolution model.
[0038] Step S103, process the target picture according to the super-resolution model to obtain a high-definition picture.
[0039] During specific implementation, in step S101, 10,000 high-definition hotel pictures are obtained as a high-definition picture set for training. Then, the 10,000 high-definition pictures are reduced by 4 times and compressed to generate a training set of low-definition pictures. In order to make the training pictures more in line with the uniform...
Embodiment 2
[0048] This embodiment provides a super-resolution system for hotel pictures. refer to image 3 , the hotel picture super-resolution system includes a training set construction unit 201 , a model construction unit 202 , and a picture output unit 203 . The training set construction unit is used to construct a low-definition picture training set, and the low-definition picture is a picture whose definition is lower than a preset value; the model construction unit is used to train based on the generation confrontation network according to the low-definition picture training set to obtain a super-resolution model; The picture output unit is used for processing the target picture according to the super-resolution model to obtain a high-definition picture.
[0049]During specific implementation, first, the training set construction unit acquires 10,000 high-definition hotel pictures as a high-definition picture set for training. Then, the training set construction unit performs 4 ...
Embodiment 3
[0058] Figure 4 A schematic structural diagram of an electronic device provided in this embodiment. The electronic device includes a memory, a processor, and a computer program stored on the memory and operable on the processor. When the processor executes the program, the method for super-resolution of hotel pictures in Embodiment 1 is realized. Figure 4 The electronic device 30 shown is only an example, and should not limit the functions and scope of use of the embodiments of the present invention.
[0059] Electronic device 30 may take the form of a general-purpose computing device, which may be a server device, for example. Components of the electronic device 30 may include, but are not limited to: at least one processor 31 , at least one memory 32 , and a bus 33 connecting different system components (including the memory 32 and the processor 31 ).
[0060] The bus 33 includes a data bus, an address bus, and a control bus.
[0061] The memory 32 may include a volatil...
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