【阿里云高校计划】视觉AI-视觉AI技术应用导论

亦凉 2023-02-15 10:15 28阅读 0赞

# 【阿里云高校计划】视觉AI-视觉AI技术应用导论 #

> 阿里云达摩院-视觉AI训练营
> 
> 学习地址：https://developer.aliyun.com/adc/student/bootcamp/ai/2
> 
> 文末附阿里云ecs在家实践学习资源领取入口

### 文章目录 ###

*  【阿里云高校计划】视觉AI-视觉AI技术应用导论
 *   *  一、定义与分类
     *  二、精细解读
     *  三、视觉生成
     *  四、视觉编辑
     *  五、视觉增强
     *  六、 视觉制造
     *  七、视觉开放平台
 *  阿里云ecs在家实践学习资源领取入口

## 一、定义与分类 ##

1.定义：通过一系列的视觉过程，产出新的视觉表达

*  产出==>人和机器能够感知的图像或视频不是标签或特征
 *  新 ==>和输入不同

2.分类：

*  生成：0 ==> 1
 *  扩展：1 ==> N
 *  摘要：N ==> 1
 *  升维：An ==> An+1

> 增强/删除: A ==> B
> 
> 插入/合成: A + B = C
> 
> 擦除: A - B = C

3.通用框架基础  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQzNjEwNzg4_size_16_color_FFFFFF_t_70]

4、五个关键维度

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQzNjEwNzg4_size_16_color_FFFFFF_t_70 1]

## 二、精细解读 ##

> 识别：知道是什么
> 
> 检测：识别+在哪
> 
> 分割：识别+检测+知道每一个像素是什么

**视觉分割是生产的前置步骤**

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## 三、视觉生成 ##

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQzNjEwNzg4_size_16_color_FFFFFF_t_70 2]![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQzNjEwNzg4_size_16_color_FFFFFF_t_70 3]![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQzNjEwNzg4_size_16_color_FFFFFF_t_70 4]

## 四、视觉编辑 ##

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*  视频植入
 *  视觉内容擦除
 *  画幅变化

## 五、视觉增强 ##

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*  人脸修复
 *  渲染图部分
 *  视频部分
 *  视频插帧
 *  HDR色彩扩展
 *  风格迁移与颜色扩展

## 六、 视觉制造 ##

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*  包装几何生成
 *  服装几何生成
 *  视觉迁移及融合
 *  多样性扩展
 *  2D 3D 融合

## 七、视觉开放平台 ##

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# 阿里云ecs在家实践学习资源领取入口 #

![\[外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-QY5gnBcO-1591288027111)(D:\\Desktop\\二维码.png)\]][img-QY5gnBcO-1591288027111_D_Desktop_.png]

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[img-1vPJYR3P-1591288027107_C_Users_Administrator_AppData_Roaming_Typora_typora-user-images_image-20200605001240104.png]: https://img-blog.csdnimg.cn/20200605003035480.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQzNjEwNzg4,size_16,color_FFFFFF,t_70
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