2023-09-04 11:32:42 +08:00
|
|
|
|
|
|
|
|
|
|
|
<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> |
|
2024-11-04 11:07:55 +08:00
|
|
|
<a href="README.md">中文</a>
|
2023-09-04 11:32:42 +08:00
|
|
|
<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
|
|
|
|
|
|
|
|
|