AIAS/README_EN.md
2024-11-04 11:07:55 +08:00

141 lines
3.7 KiB
Markdown

<div align="center">
<div align="center">
<img src="https://aias-home.oss-cn-beijing.aliyuncs.com/images/logo.png" width = "200" />
</div>
<h4 align="center">
<p>
<b>English</b> |
<a href="README.md">中文</a>
<p>
</h4>
</div>
#### AIAS (AI Accelerator Suite)
- AIAS provides capabilities:
```bash
1. SDK: includes support for various model hubs and GitHub preferred models.
2. Platform engine: includes API platform engine, search engine, training engine, edge computing engine, etc.
3. Scene suite: includes suites for various scenes such as ToB, ToC, and ToG, such as the biomedicine suite.
```
<div align="center">
<img src="https://aias-home.oss-cn-beijing.aliyuncs.com/images/aias_scope.png" width = "600" />
<table>
<tr>
<td>
<div align="center">
<img src="https://aias-home.oss-cn-beijing.aliyuncs.com/images/aias_edge.png" width = "250" />
</div>
</td>
<td>
<div align="center">
<img src="https://aias-home.oss-cn-beijing.aliyuncs.com/images/aias_edge_cloud.png" width = "250" />
</div>
</td>
</tr>
<tr>
<td>
<div align="center">
<img src="https://aias-home.oss-cn-beijing.aliyuncs.com/images/aias_training1.png" width = "250" />
</div>
</td>
<td>
<div align="center">
<img src="https://aias-home.oss-cn-beijing.aliyuncs.com/images/aias_search.png" width = "250" />
</div>
</td>
</tr>
<tr>
<td>
<div align="center">
<img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/image_search/images/face_search.png" width = "250" />
</div>
</td>
<td>
<div align="center">
<img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/train_platform/images/training.png" width = "250" />
</div>
</td>
</tr>
</table>
</div>
#### Project List:
- 1. image_sdks
```text
1) Toolbox series: image processing toolbox (static image).
2) Object detection: object detection, object tracking, face detection & recognition.
3) Image segmentation: image segmentation, remote sensing images, medical images.
4) Behavior analysis: behavior recognition, pose estimation.
5) GAN: super resolution, motion-driven, style transfer, image generation.
6) Other categories: OCR, SLAM, depth estimation, autonomous driving, reinforcement learning, video understanding, image fusion, image retrieval, etc.
...
```
- 2. nlp_sdks
```text
1) Toolbox series: Tokenizer, sentencepiece, fastText, npy/npz file processing, etc.
2) Text generation
3) Word vectors
4) Machine translation
5) Semantic model
6) Emotional analysis
7) Syntactic analysis
8) Lexical analysis
9) Text review
...
```
- 3. audio_sdks
```text
1) Toolbox series: phoneme toolbox, librosa, java sound, javacv ffmpeg, fft, vad toolbox, etc.
2) Sound cloning
3) Speech synthesis
4) Voiceprint recognition
5) Speech recognition
...
```
- 4. engine_hub
```text
1) Training engine
2) Search engine
3) API capability platform
...
```
- 5. suite_hub
```text
1) ToB: question and answer system, etc.
2) Biomedicine
3) Digital virtual humans
4) AI content generation (image generation: stable diffusion)
...
```
#### Other open source projects:
#### 1. quantum computing
<div align="left">
<img src="https://qubits.oss-cn-shanghai.aliyuncs.com/images/logo.png" width = "150" />
</div>
- GitHub: https://github.com/mymagicpower/qubits
#### 2. AI + biomedicine
<div align="left">
<img src="https://bio-computing.oss-cn-shanghai.aliyuncs.com/images/logo.png" width = "200" />
</div>
- GitHub: https://github.com/mymagicpower/bio-computing