Visual image training method and device, equipment and storage medium

The invention discloses a visual image training method, apparatus and device, and a storage medium. The method comprises the steps of building a preset network model by using a preset basic network based on a Pytorch framework; the method comprises the following steps: enhancing online data of compu...

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Hauptverfasser: ZHAO XUNGANG, WANG WEI, WU JUFENG, WANG XIONGJUE, ZHOU QIANG, RUAN XIAOLI, XIA WENXIANG, HU NAIXUN, ZHAI LEI, ZHAO KANGHUI, WANG BO, GU ZHOUYANG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a visual image training method, apparatus and device, and a storage medium. The method comprises the steps of building a preset network model by using a preset basic network based on a Pytorch framework; the method comprises the following steps: enhancing online data of computer vision based on Scale-Mosaic to obtain target image data; inputting the target image data into the preset network model for training to obtain a visual image training result; the method can improve the target scale distribution, does not need to increase extra calculation overhead, obtains better multi-scale target detection capability, improves the visual image calculation processing speed, improves the target detection precision while not increasing the model time complexity and space complexity, guarantees the accuracy of the computer visual image, and improves the detection efficiency. And the visual image training speed and efficiency are improved. 本发明公开了一种视觉图像训练方法、装置、设备及存储介质,所述方法通过基于Pytorch框架利用预设基础网络搭建预设网