Power transmission line foreign matter detection method based on an improved Faster RCNN
A foreign object detection and power transmission line technology, applied in biological neural network models, image data processing, image enhancement, etc., can solve problems such as unsatisfactory detection, and achieve the effect of improving the effect, speed and accuracy
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[0024] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0025] Such as figure 1 As shown, the present invention is based on the improved Faster RCNN transmission line foreign matter detection method, including the following basic steps: preprocessing the foreign matter pictures collected, increasing the scale of the training set; sharing the convolutional network part in the Faster RCNN Improve the network; adjust the anchor size ratio in the RPN network in Faster RCNN; conduct end-to-end joint training on the impr...
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