它的性能甚至超过了完全监督的方法。 Recognize Anything Model Recognize Anything Model使用文本语义解析来提取图像标记,提供大量标记,而不需要昂贵的手动注释。RAM的整体架构类似于Tag2Text,包括三个关键模块:用于特征提取的图像编码器,用于标记的图像标签识别解码器和用于文本生成的文本编码器-解码器。 在训练阶段,识别...
源码链接:https://github.com/xinyu1205/recognize-anything 论文链接:https://arxiv.org/pdf/2306.03514.pdf 无论是从论文内容、源码git或者Demo,都不难看出RAM 其实是一个增强型的 Tag2Text,RAM中提到的识别,本质上是图片标记任务(image tagging),而 Tag2Text 也是作者团队提出的可应用于 image tagging 任务的...
本项目的github地址为:GitHub - xinyu1205/Recognize_Anything-Tag2Text: Code for the Recognize Anything Model and Tag2Text Model[4] label Recognize Anything:一款强大的图像标签模型和Tag2Text(通过图像标签指导视觉-语言模型) 官方PyTorch 实现了Recognize Anything 模型(RAM)[5]和Tag2Text 模型[6]。 •RA...
2. Recognize Anything Model 图3 2.1. Model ArchitectureRAM - 识别一切,强大的图像标记模型2.1. Model Architecture 如图3 所示,我们通过文本语义解析提取图像标签,无需昂贵的人工标注即可提供大规模标签。RAM 的整体架构与 Tag2Text类似,由三个关键模块组成:用于特征提取的图像编码器、用于标记的图像-标记识别解码...
pip install git+https://github.com/xinyu1205/recognize-anything.git Or, for development, you may build from source: git clone https://github.com/xinyu1205/recognize-anything.gitcdrecognize-anything pip install -e. Then the RAM++, RAM, and Tag2Text models can be imported in other projects:...
Install recognize-anything as a package: pip install git+https://github.com/xinyu1205/recognize-anything.git Or, for development, you may build from source git clone https://github.com/xinyu1205/recognize-anything.gitcdrecognize-anything pip install -e. ...
git clone https://github.com/xinyu1205/recognize-anything.git cd recognize-anything pip install -e . Then the RAM++, RAM, and Tag2Text models can be imported in other projects: from ram.models import ram_plus, ram, tag2text RAM++ Inference ...
We present the Recognize Anything Model (RAM): a strong foundation model for image tagging. RAM makes a substantial step for large models in computer vision, demonstrating the zero-shot ability to recognize any common category with high accuracy. RAM introduces a new paradigm for image tagging, ...
anonverbal 非语言[translate] ai did not start upgrad 我没有开始升级[translate] ai need large breaker 我需要大破碎机[translate] aNew set up from the other side... recognize anything Heather O'Donohue 新的设定从另一边… 认可任何东西石南花O'Donohue[translate]...
ram_tag_list.txt 40.92 KB 一键复制 编辑 原始数据 按行查看 历史 黄新宇 提交于 1年前 . release Recognize Anything Models and Demo! 12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667