Weak supervision detection model training method and system based on collaborative learning
A technology of detection model and training method, which is applied in the field of computer vision, can solve problems such as the difficulty of training the detection model, achieve the effects of saving manpower and material resources, accurate detection results, and improving the accuracy of the model
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[0036] The present invention will be described in detail below in conjunction with specific embodiments. The following examples will help those skilled in the art to further understand the present invention, but do not limit the present invention in any form. It should be noted that those skilled in the art can make several modifications and improvements without departing from the concept of the present invention. These all belong to the protection scope of the present invention.
[0037] The present invention comprehensively considers that two detection models of different natures, that is, a strong detector and a weak detector, will be trained simultaneously based on collaborative learning. It is difficult to train and the model test results are not good.
[0038] According to the realization of the overall technology, the weakly supervised detection model training method based on collaborative learning mainly includes four parts, namely:
[0039] (1) Abstract visual feat...
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