Human and vehicle infrared thermal image recognition method based on convolutional neural network
A convolutional neural network and image recognition technology, applied in the field of image recognition, can solve problems such as poor infrared thermal image recognition effect, and achieve the effect of enhancing important features and improving accuracy.
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[0031] The specific embodiments of the present invention are described below so that those skilled in the art can understand the present invention, but it should be clear that the present invention is not limited to the scope of the specific embodiments. For those of ordinary skill in the art, as long as various changes Within the spirit and scope of the present invention defined and determined by the appended claims, these changes are obvious, and all inventions and creations using the concept of the present invention are included in the protection list.
[0032] Such as figure 1 As shown, a convolutional neural network-based infrared thermal image recognition method for people and vehicles includes the following steps:
[0033] S1. Establish an image data set and divide it into a training set and a test set;
[0034] An infrared thermal imager is used to collect 1000 single-target infrared thermal images including men, women and vehicles, and a data set containing 3000 infr...
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