sig-ai-framework.md

# SIG-AI-Framework

English | [简体中文](./sig-ai-framework_cn.md)

Note: The content of this SIG follows the convention described in OpenHarmony's PMC Management Charter [README](/zh/pmc.md).

## SIG group work objectives and scope

### work goals

MindSpore Lite is an ultra-fast, intelligent, and simplified AI engine that enables intelligent applications in all scenarios, provides E2E solutions for users, and helps users enable AI capabilities. For more information, please see [MindSpore Lite official website](https://www.mindspore.cn/lite). MindSpore SIG not only needs to provide users with basic training and inference services, more importantly, in order to expand the ecosystem, we need to cooperate with developers and assist them in contributing their code.

### work scope

- Model converter

The MindSpore Lite model converter tool provides the converter of TensorFlow, TensorFlow Lite, Caffe, ONNX to MindSpore Lite model, fusion and quantization could be introduced during convert procedure.

- Training

Support small samples, migration, and incremental training on the device to achieve a personalized AI experience.

- Inference

Load the model and perform inference. Inference is the process of running input data through the model to get output.

- Special AI chip support

Support Special AI chip to connect to MindSpore Lite.

![figures/ai-framework-overview_en.png](figures/ai-framework-overview_en.png)

### The repository
| Component Name |       Component Functionality Description       |             Component repository name             |
| :------------: | :---------------------------------------------: | :-----------------------------------------------: |
| MindSpore Lite | Provide model conversion and inference function | third_party_mindspore,<br>third_party_flatbuffers|
- project name:
  - MindSpore: https://gitee.com/openharmony/third_party_mindspore
  - DLLite-micro: https://gitee.com/openharmony-sig/dllite_micro
  - FlatBuffers: https://gitee.com/openharmony/third_party_flatbuffers
  - OpenCL-Headers: https://gitee.com/openharmony/third_party_opencl-headers
  - OpenCL-CLHPP: https://gitee.com/openharmony-sig/third_party_opencl-clhpp

## SIG Members

### Leader

- @ivss(https://gitee.com/ivss)
- @zhanghaibo5(https://gitee.com/zhanghaibo5)

### Committers

- @zhaizhiqiang(https://gitee.com/zhaizhiqiang)
- @sunsuodong(https://gitee.com/sunsuodong)
- @zhang_xue_tong(https://gitee.com/zhang_xue_tong)
- @HilbertDavid(https://gitee.com/HilbertDavid)
- @jpc_chenjianping(https://gitee.com/jpc_chenjianping)

 ### Meetings
 - Meeting time：Biweek Monday 19:00, UTC+8
 - Meeting notification: [Subscribe to](https://lists.openatom.io/postorius/lists/dev.openharmony.io) mailing list dev@openharmony.io for the meeting link

### Contact (optional)

- Mailing list：dev@openharmony.io
- Zulip group: https://zulip.openharmony.cn
- Wechat group：xxx