High-resolution remote-sensing image ship target detection method based on deep learning
A remote-sensing image and high-resolution technology, applied in instruments, scene recognition, computing, etc., can solve problems such as weak semantics, ship size changes, and poor robustness, and achieve resistance to interference from environmental factors and high positioning accuracy , the effect of enhancing adaptability
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[0026] In order to facilitate those of ordinary skill in the art to understand and implement the present invention, the present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the implementation examples described here are only used to illustrate and explain the present invention, and are not intended to limit this invention.
[0027] Embodiments of the present invention provide a figure 1 The shown deep learning-based high-resolution remote sensing image ship target detection method includes the following steps:
[0028] Step 1, collect high-resolution remote sensing images containing ship targets, and use the smallest quadrilateral that can surround the ship targets to pre-label the ships in the image. Package the remote sensing images and corresponding annotation information as a ship dataset.
[0029] The training sample set can be pre-built before detection is required. Exam...
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