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如何安装和使用R1-V进行图像文本处理?

2025-09-10 1.7 K

R1-V安装和使用指南

Installation Steps:

  1. Cloning Project Warehouse:
    git clone https://github.com/Deep-Agent/R1-V.git
  2. 进入目录安装依赖:
    cd R1-V
    pip install -r requirements.txt
  3. 配置运行环境变量

基础使用方法:

1. 在Python中导入并加载模型:

from r1v import R1VModel
model = R1VModel()

2. 处理图像文本数据:

result = model.process('image.jpg', '描述文本')

进阶功能示例:

– 图像分类:
classification = model.classify(image)

– 目标检测:
detections = model.detect_objects(image)

– 文本生成:
description = model.generate_text(image)

开发者还可以基于开源代码进行二次开发,定制适合特定应用场景的模型版本。

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