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README
Apache-2.0

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欢迎交流,QQ群: 111257454,请给源码项目点个 Star 吧!!!

作者:Calvin
Mail: 179209347@qq.com

AIAS (AI Acceleration Suite - AI算法落地加速器套件)

  • AIAS提供的参考能力:
1. SDK
2. 平台引擎
3. 场景套件
  • AIAS的目标:
1. 加速算法落地
2. 为集成商赋能
3. 为企业内部项目赋能
  • 在Data Hub, Model Hub 的基础上扩展出三个新的Hub概念:
1. SDK Hub
	 包含了对各Model Hub,以及GitHub优选模型的支持。
2. Engine Hub
   包含了API平台引擎,搜索引擎,训练引擎,边缘计算引擎等。
3. Suite Hub
   包含了面向ToB,ToC,ToG各场景的套件。比如:生物医药套件,泛安防套件,ToB套件(IOCR, 非结构化解析,推荐系统等)...

项目清单:

  1). 工具箱系列:图像处理工具箱(静态图像)
  2). 目标检测:目标检测、目标跟踪、人脸检测&识别
  3). 图像分割:图像分割、遥感图像、医疗影像
  4). 行为分析:行为识别、姿态估计
  5). GAN:    超分辨率、动作驱动、风格迁移、图像生成
  6). 其它类别:OCR、SLAM、深度估计、自动驾驶、强化学习、视频理解、图像融合、图像检索
      ...
  1). 工具箱系列:Tokenizer,sentencepiece,fastText,npy/npz文件处理等。
  2). 文本生成
  3). 词向量
  4). 机器翻译
  5). 语义模型
  6). 情感分析
  7). 句法分析
  8). 词法分析
  9). 文本审核
      ...
  1). 工具箱系列:音素工具箱,librosa,java sound,javacv ffmpeg, fft, vad工具箱等。
  2). 声音克隆
  3). 语音合成
  4). 声纹识别
  5). 语音识别
      ...
  1). 训练引擎
  2). 搜索引擎
  3). API能力平台
  4). 边缘计算引擎
      ...
  1). ToB: OCR自定义模版识别, 问答系统等
  2). 生物医药  
  3). 数字虚拟人   
      ...

项目归档:

不再维护的项目会移至下面的repo,但仍具有参考学习的价值。

归档的项目选择标准:

  • 没有对应的开源项目,即不支持训练。
  • 有更好的替代项目。

其它研究专题:

1. AI + 量子计算

- 官网: http://qubits.top/

2. AI + 生物医药

- 官网: http://biocomputing.top/
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简介

AIAS (AI Acceleration Suite) - 人工智能加速器套件。提供: 包括SDK,平台引擎,场景套件在内,合计超过100个项目组成的项目集。 展开 收起
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