人工智能-机器学习概述AI人工智能+区块链+物联网

<div align="center"> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/images/logo.png" width = "200" /> </div> [](https://gitee.com/mymagicpower/AIAS/stargazers) [](https://gitee.com/mymagicpower/AIAS/members) <h4 align="center"> <p> <b>中文</b> | <a href="https://github.com/mymagicpower/AIAS/blob/main/README_EN.md">English</a> <p> </h4> <h4 align="center"> <p> <b>官网</b> | <a href="https://www.aias.top/">https://www.aias.top/</a> <p> </h4> </div> <br> <hr> <br> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/images/AIAS.png" width = "600" /> </div> <div align="center"> <table> <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> #### 项目清单: - 1. 1_image_sdks - [图像识别 SDK] ```text 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、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、深度估计、视频理解、图像检索 ... ``` <div align="center"> <table> <tr> <td style="width:220px"> <div align="left"> <p>OCR工具箱 1：OCR方向检测与旋转 - ocr_sdks/ocr_direction_det_sdk</p> OCR图像预处理。 </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/OCR/images/RotationExample.jpeg" width = "400px"/> </div> </td> </tr> <tr> <td style="width:220px"> <div align="left"> <p>OCR工具箱 2：OCR文字识别 - ocr_sdks/ocr_v3_sdk</p> 1. V3 文本检测: <br> - 中文文本检测<br> - 英文文本检测<br> - 多语言文本检测<br> 2. V3 文本识别:<br> - 中文简体<br> - 中文繁体<br> - 英文<br> - 韩语<br> - 日语<br> - 阿拉伯<br> - 梵文<br> - 泰米尔语<br> - 泰卢固语<br> - 卡纳达文<br> - 斯拉夫<br> </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/OCR/images/OcrV3RecExample2.jpeg" width = "400px"/> </div> </td> </tr> <tr> <tr> <td style="width:220px"> <div align="left"> <p>OCR工具箱 3：OCR文字识别 - ocr_sdks/ocr_v4_sdk</p> 原生支持旋转倾斜文本文字识别。 </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/OCR/images/OcrV3RecExample2.jpeg" width = "400px"/> </div> </td> </tr> <tr> <td style="width:220px"> <div align="left"> <p>OCR工具箱 4：版面分析 - ocr_sdks/ocr_layout_sdk</p> 可以用于配合文字识别，表格识别的流水线处理使用。 <br> 1. 中文版面分析<br> 2. 英文版面分析<br> 3. 中英文文档 - 表格区域检测<br> </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/OCR/images/LayoutCNDetExample.jpeg" width = "400px"/> </div> </td> </tr> <tr> <tr> <td style="width:220px"> <div align="left"> <p>OCR工具箱 5： 表格识别 - ocr_sdks/ocr_table_sdk</p> 中英文表格识别。 </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/OCR/images/TableENRecExample.jpeg" width = "400px"/> </div> </td> </tr> <tr> <tr> <td style="width:220px"> <div align="left"> <p>OCR工具箱 6： led文字识别 - ocr_sdks/ocr_led_sdk</p> led表盘文字识别。 </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/OCR/images/led_rec_result.png" width = "400px"/> </div> </td> </tr> <tr> <td style="width:220px"> <div align="left"> <p>人脸工具箱 1：人脸检测(含5个人脸关键点) - face_sdks/face_detection_sdk</p> 人脸检测(含5个人脸关键点)提供了两个模型的实现。 </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/face_sdk/images/retinaface_detected.png" width = "400px"/> </div> </td> </tr> <tr> <td style="width:220px"> <div align="left"> <p>人脸工具箱 2：人脸对齐- face_sdks/face_alignment_sdk</p> 根据人脸关键点对齐人脸。 </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/face_sdk/images/face_align.png" width = "400px"/> </div> </td> </tr> <tr> <td style="width:220px"> <div align="left"> <p>人脸工具箱 3：人脸特征提取与比对- face_sdks/face_feature_sdk</p> 人脸识别完整的pipeline：人脸检测(含人脸关键点) --> 人脸对齐 --> 人脸特征提取 --> 人脸比对 </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/face_sdk/images/face_feature.png" width = "400px"/> </div> </td> </tr> <tr> <td style="width:220px"> <div align="left"> <p>人脸工具箱 4：人脸分辨率提升- face_sdks/face_sr_sdk</p> 包含两个功能：<br> 1.单张人脸图片超分辨。<br> 2.自动检测人脸，然后对齐人脸后提升分辨率。 </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/face_sdk/images/single_face_sr.png" width = "400px"/> </div> </td> </tr> <tr> <td style="width:220px"> <div align="left"> <p>人脸工具箱 5：图片人脸修复- face_sdks/face_restoration_sdk</p> - 自动检测人脸及关键地，然后抠图，然后根据人脸关键点转正对齐。<br> - 对所有转正对齐的人脸提升分辨率。<br> - 使用分割模型提取人脸，逆向变换后贴回原图。 </div> </td> <td> <div align="center"> <img src="https://aias-home.oss-cn-beijing.aliyuncs.com/AIAS/face_sdk/images/face_res.png" width = "400px"/> </div> </td> </tr>