Wide remote sensing description generation method based on target detection
A target detection and remote sensing technology, applied in biological neural network models, instruments, scene recognition, etc., can solve the problems of fuzzy target remote sensing image features and difficulty in understanding the semantic level of remote sensing images, so as to improve the directionality and accuracy, improve the The effect of accuracy
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[0065] The invention provides a method for generating a wide-range remote sensing description based on target detection, which is used to solve the problems that the existing remote sensing images are large in size, contain a lot of information, and take a long time for manual interpretation; the network model of the wide-range remote sensing description is provided by Faster- Composed of RCNN network model, ResNet101 network model and LSTM network model, the attention mechanism is added to the LSTM network model; firstly, the training sample set and the test sample set are constructed according to the obtained remote sensing images, and the two sample sets are normalized; Then use the Faster-RCNN network model to process the remote sensing image to obtain the corresponding target; then use the K-means clustering algorithm to cluster the target; segment the wide-width remote sensing image according to the obtained cluster center; it is useless for other The obtained area is ran...
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