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IMAGE RECOGNITION METHOD, TRAINING SYSTEM FOR OBJECT RECOGNITION MODEL AND TRAINING METHOD FOR OBJECT RECOGNITION MODEL

机译:图像识别方法,对象识别模型培训系统及对象识别模型的培训方法

摘要

An image recognition method, a training system for an object recognition model and a training method for an object recognition model are provided. The image recognition method includes the following steps. At least one original sample image of an object in a field and an object range information and an object type information in the original sample image are obtained. At least one physical parameter is adjusted to generate plural simulated sample images of the object. The object range information and the object type information of the object in each of the simulated sample images are automatically marked. A machine learning procedure is performed to train an object recognition model. An image recognition procedure is performed on an input image.
机译:提供了一种图像识别方法,提供了对象识别模型的训练系统和对象识别模型的训练方法。图像识别方法包括以下步骤。获得字段中的对象的至少一个原始样本图像和原始样本图像中的对象范围信息和对象类型信息。调整至少一个物理参数以生成对象的多个模拟样本图像。对象范围信息和每个模拟样本图像中的对象的对象类型信息自动标记。执行机器学习过程以训练对象识别模型。在输入图像上执行图像识别过程。

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