# CVprojects_2

**Repository Path**: strongerfly/cvprojects_2

## Basic Information

- **Project Name**: CVprojects_2
- **Description**: 计算机视觉小项目
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 109
- **Created**: 2022-09-02
- **Last Updated**: 2023-02-17

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 计算机视觉小项目

> 请仅做个人研究使用

### 一、微信答疑、交流

<img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgIMG_5862.JPG?x-oss-process=style/wp" style="width:200px;" />





### 二、观看项目实际运行视频：

| 抖音                                                         | B站                                                          | 快手                                                         |
| ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |
| <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgIMG_5859.JPG?x-oss-process=style/wp" style="width:200px" /><br/><br />[网页版抖音](https://www.douyin.com/user/MS4wLjABAAAAPIrmWhFY-OHt5X8GZcHGqwDo3J29gYHcgG-QebKIDd4Wu_f4dwM2hNoEYyQBcim2?enter_from=search_result&enter_method=search_result&extra_params=%7B%22search_params%22%3A%7B%22search_type%22%3A%22user%22%2C%22search_id%22%3A%22202111241756340101512071374A007D0F%22%2C%22search_keyword%22%3A%22enpe%22%2C%22search_result_id%22%3A%221205502393189652%22%7D%7D) | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgIMG_7117.PNG?x-oss-process=style/wp" ><br>[网页版B站](https://space.bilibili.com/1355276754) | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgIMG_5858.JPG?x-oss-process=style/wp" style="width:200px" /><br/>[网页版快手](https://www.kuaishou.com/profile/3x54fkprp4xtu4a) |



### 三、项目列表

| 名称                                     | 截图                                                         | 方法                                                    | 难度 | 代码                                                         |
| ---------------------------------------- | ------------------------------------------------------------ | ------------------------------------------------------- | ---- | ------------------------------------------------------------ |
| 31.StyleGAN人脸编辑                      | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20221103101533.png?x-oss-process=style/wp" style="width:200px;" > | Stylegan                                                | ⭐️⭐️⭐️  | [codes/31.StyleGAN人脸编辑](https://gitee.com/enpei/cvprojects/tree/master/codes/31.StyleGAN%E4%BA%BA%E8%84%B8%E7%BC%96%E8%BE%91) |
| 30.火印结印手势控制Tello无人机           | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20221017110221.png?x-oss-process=style/wp" style="width:200px;" > | Yolov5,mediapipe,pid,tello                              | ⭐️⭐️⭐️  | [codes/30.火印结印手势控制Tello无人机](https://gitee.com/enpei/cvprojects/tree/master/codes/30.%E7%81%AB%E5%8D%B0%E7%BB%93%E5%8D%B0%E6%89%8B%E5%8A%BF%E6%8E%A7%E5%88%B6Tello%E6%97%A0%E4%BA%BA%E6%9C%BA) |
| 29.CNN-RNN/VIT视频动作分类               | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220926112802.png?x-oss-process=style/wp" style="width:200px;" > | inceptionResnetV2、RNN（LSTM、GRU）、Vision Transformer | ⭐️⭐️⭐️  | [codes/29.CNN-RNN/VIT视频动作分类](https://gitee.com/enpei/cvprojects/tree/master/codes/29.CNN-RNN:VIT%E8%A7%86%E9%A2%91%E5%8A%A8%E4%BD%9C%E5%88%86%E7%B1%BB) |
| 28.transformer image caption中文看图写话 | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220909205358.png?x-oss-process=style/wp" style="width:200px;" /> | transformer、image caption                              | ⭐️⭐️⭐️⭐️ | [codes/28.transformer_image_caption中文看图写话](./codes/28.transformer_image_caption%E4%B8%AD%E6%96%87%E7%9C%8B%E5%9B%BE%E5%86%99%E8%AF%9D%20) |
| 27.siamese连体网络小样本猫狗品种分类     | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220828201817.png?x-oss-process=style/wp" style="width:200px;" /> | Siamese network孪生网络、迁移学习、小样本学习           | ⭐️⭐️⭐️  | [codes/27.siamese连体网络小样本猫狗品种分类](./codes/27.siamese连体网络小样本猫狗品种分类) |
| 26.UNet医学图像分割                      | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgimage%20(1).png?x-oss-process=style/wp" style="width:200px;" /> | UNet                                                    | ⭐️⭐️⭐️  | [codes/26.UNet医学图像分割](./codes/26.UNet医学图像分割)     |
| 25.swin-transformer路面分割              | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220728172209.png?x-oss-process=style/wp" style="width:200px;" /> | Swin-transfomer                                         | ⭐️⭐️⭐️  | [codes/25.swin-transformer路面分割](./codes/25.swin-transformer路面分割) |
| 24.Web以图搜图系统                       | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220715195118.png?x-oss-process=style/wp" style="width:200px;" /> | metric-learning、docker、torchserve、tfservering        | ⭐️⭐️⭐️⭐️ | [codes/24.web以图搜图](./codes/24.web以图搜图)               |
| 23.facenet 戴口罩的人脸识别              | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgIMG_7913.PNG?x-oss-process=style/wp" style="width:200px;" /> | facenet、inception resnet、人脸识别                     | ⭐️⭐️⭐️⭐️ | [codes/23.facenet戴口罩的人脸识别](./codes/23.facenet戴口罩的人脸识别) |
| 22.openvino扑克牌检测                    | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220617180106.png?x-oss-process=style/wp" style="width:200px;" /> | Openvino、YOLOV5、树莓派                                | ⭐️⭐️   | [codes/22.openvino扑克牌检测](./codes/22.openvino扑克牌检测) |
| 21.GAN老照片上色动起来                   | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgIMG_7673.jpg?x-oss-process=style/wp" style="width:200px;" /> | GAN                                                     | ⭐️⭐️   | [codes/21.GAN老照片上色动起来](./codes/21.GAN老照片上色动起来) |
| 20.骨骼点动态动作识别                    | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220518201724.png?x-oss-process=style/wp" style="width:200px;" /> | 姿态估计、DTW                                           | ⭐️⭐️⭐️  | [codes/20.骨骼点动作识别](./codes/20.骨骼点动作识别)         |
| 19.OCR车牌识别                           | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220504215359.png?x-oss-process=style/wp" style="width:200px;" /> | 目标检测、OCR车牌识别                                   | ⭐️⭐️⭐️  | [codes/19.OCR车牌识别](./codes/19.OCR车牌识别)               |
| 18.YOLOv5 + Deepsort 车辆追踪及速度分析  | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220418170339.png?x-oss-process=style/wp" style="width:200px;" /> | YOLOv5、Deepsort、目标追踪、速度估计                    | ⭐️⭐️⭐️⭐️ | [codes/18.deepsort道路车辆分析](./codes/18.deepsort道路车辆分析) |
| 17.YOLOv5 jetson nano 工地防护检测       | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220404103032.png?x-oss-process=style/wp" style="width:200px;" /> | YOLOv5、Jetson Nano、tensoRT、Deepstream                | ⭐️⭐️⭐️  | [codes/17.YOLOv5 jetson nano 工地防护检测](./codes/17.YOLOv5_jetson_nano_工地防护检测) |
| 16.树莓派口罩规范佩戴检测                | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220319164803.png?x-oss-process=style/wp" style="width:200px;" /> | 树莓派、卷积神经网络、模型压缩                          | ⭐️⭐️⭐️  | [codes/16.口罩规范佩戴检测](./codes/16.口罩规范佩戴检测)     |
| 15.防挡弹幕                              | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220305205805.png?x-oss-process=style/wp" style="width:200px;" /> | 图像分割                                                | ⭐️⭐️⭐️  | [codes/15.防挡弹幕](./codes/15.防挡弹幕)                     |
| 14.人脸考勤机                            | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20220220094051.png?x-oss-process=style/wp" style="width:200px;" /> | 人脸检测与识别                                          | ⭐️⭐️⭐️  | [codes/14.人脸考勤机](./codes/14.人脸考勤机)                 |
| 13.毛笔书体检测与识别                    | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgIMG_63991.jpeg?x-oss-process=style/wp" style="width:200px;" /> | OpenCV形态学、HOG、SVM                                  | ⭐️⭐️   | [codes/13.书法书体检测与识别](./codes/13.书法书体检测与识别) |
| 11.AI分析看电视行为                      | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgIMG_6178.PNG?x-oss-process=style/wp"  style="width:200px;" /> | 人脸检测与识别、姿态、距离估计                          | ⭐️⭐️⭐️  | [codes/11.watch_tv](./codes/11.watch_tv)                     |
| 10.AI虚拟鼠标                            | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgIMG_6083.PNG?x-oss-process=style/wp" style="width:200px;" /> | 手部姿态估计、静态动作                                  | ⭐️    | [codes/10.virtual_mouse](./codes/10.virtual_mouse)           |
| 9.AI 虚拟点读机                          | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20211211154451.png?x-oss-process=style/wp" style="width:200px;" /> | 目标检测、OCR                                           | ⭐️⭐️⭐️  | [codes/9.virtual reader](./codes/9.virtual%20reader)         |
| 8. 火影结印识别                          | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20211201102837.png?x-oss-process=style/wp" style="width:200px;" /> | 手部3D姿态估计、GCN                                     | ⭐️⭐️⭐️  | [codes/8.结印识别](./codes/8.%E7%BB%93%E5%8D%B0%E8%AF%86%E5%88%AB) |
| 7.虚拟拖放 Python + opencv               | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20211120135236.png?x-oss-process=style/wp" style="width:200px;" /> | 手部姿态估计、静态动作                                  | ⭐️⭐️   | [codes/7.virtual_drag_drop.py](./codes/7.virtual_drag_drop)  |
| 6.Python手势控制电脑音量                 | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/img20211120135209.png?x-oss-process=style/wp" style="width:200px;" /> | 手部姿态估计、静态动作                                  | ⭐️    | [codes/6.hand_control_volume.py](./codes/6.hand_control_volume) |
| 5.手势暂停、播放电视                     | <img src="https://enpei-md.oss-cn-hangzhou.aliyuncs.com/imgIMG_5885.jpg?x-oss-process=style/wp" style="width:200px" /> | 手部姿态估计、静态动作、Home assistant                  | ⭐️⭐️⭐️  | [codes/5.hand_pause_atv/handRemote.py](./codes/5.hand_pause_atv/ ) |