我们可以使用 Yolo 检测和识别图像中的文本吗 [英] Can we use Yolo to detect and recognize text in a image

问题描述

目前我正在使用一种名为Yolov2"的深度学习模型进行对象检测，我想用它来提取文本并将其保存在磁盘中，但我不知道该怎么做，如果有人的话了解更多，请给我建议

Currently I am using a deep learing model which is called "Yolov2" for object detection, and I want to use it to extract text and use save it in disk, but i don't know how to do that, if anyone know more about that, please advice me

我使用 Tensorflow

I use Tensorflow

谢谢

推荐答案

如果您使用预训练模型，则需要保存这些输出并将图像输入到字符识别网络中(如果使用神经网络或其他方法).

If you use the pretrained model, you would need to save those outputs and input the images into a character recognition network, if using neural net, or another approach.

您正在做的是场景文本识别".您可以使用卷积神经网络查看阅读文本论文，这是演示 和 主页.Github 用户 chongyangtao 拥有关于该主题的完整列表资源.

What you are doing is "scene text recognition". You can check out the Reading Text in the Wild with Convolutional Neural Networks paper, here's a demo and homepage. Github user chongyangtao has a whole list of resources on the topic.

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