Target detection method based on lightweight network
A target detection and lightweight technology, applied in the computer field, can solve problems such as disappearing network gradients, difficult training of deeper networks, similar detection accuracy, etc., and achieve the effect of balancing network depth, high efficiency, and high image resolution
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[0046] The technical solutions in the embodiments of the present application will be described clearly and completely in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, rather than all the embodiments. Based on the embodiments in this application, all other embodiments obtained by those skilled in the art without creative work shall fall within the protection scope of this application.
[0047] Based on the above-mentioned shortcomings of the prior art and the problems to be solved by the proposal of this application, this technical report proposes a simple and efficient compound scaling method, unlike the traditional practice of arbitrarily scaling the parameters and factors of any dimension in the neural network architecture. Our method uses a fixed set of scaling factors to uniformly scale the network depth, width and resolution.
[0048] ...
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