A method for automatic classification of algae cell images
An automatic classification, algal cell technology, applied in the direction of instruments, character and pattern recognition, computer parts, etc., can solve the problems of large learning calculation, slow speed, complex model structure, etc., achieve high computational complexity, avoid big data Dependency, the effect of reducing computational complexity
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[0022] In order to make the purpose, technical solution and advantages of the present invention clearer, the implementation manners of the present invention will be further described in detail below.
[0023] This method will break through the existing method of independently modeling each type of algae in the background technology, and use a multi-task joint learning model to simultaneously learn models for multiple algae, thereby solving the dependence of the first type of method on high-resolution visual features , and can avoid the second type of method's dependence on big data and high computational complexity.
[0024] 101: Preprocessing the algae image, and obtaining the processed algae image;
[0025] Among them, for the input algae image (one image only contains one algae cell, such as figure 1 There are no special restrictions on the acquisition device, camera parameters, image storage format, image resolution and other parameters, as well as the type of algae image...
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