Hello everyone, today I will share with you 24 interesting deep learning/big data practical projects, which can be directly used for practical exercises. It is recommended to pay attention and bookmark them.
E-mail: [email protected] Welcome to exchange learning and make progress together.
project name |
Main technique |
deepsort road vehicle tracking + speed real-time analysis system |
deepsort Pytorch YOLOv5 opencv |
Employee face attendance system |
opencv dlib |
Animal recognition system based on Django |
The online animal recognition and detection platform and the PaddleHub model are trained using Baidu's self-built animal data set, which supports the classification and recognition of 7978 kinds of animals |
License plate recognition system 1 |
opencv3.4, PIL5, numpy, SVM algorithm, PyQt graphical interface framework, license plate detection algorithm |
License plate recognition system 2 |
opencv-python, scikit-learn, PyQt graphical interface framework, training two machine learning models, license plate detection algorithm, SVM algorithm |
UAV target recognition + target tracking (OpenCV+YOLO) |
OpenCV YOLO PyQt graphical interface framework |
Face recognition OpenCV face detection pyqt5 framework, face management |
Video recognition, face detection, face management, OpenCV face detection pyqt5 framework |
YOLO target detection algorithm real-time target detection pytorch |
pytorch Yolov3 DeepSort |
pyqt5+yoloV5 target detection platform |
PyQt graphical interface framework yoloV5 |
OCR license plate recognition YOLOv5 |
YOLOv5 opencv paddlepaddle body detection + text detection + text recognition |
gesture control mouse |
opencv-python、mediapipe、pyautogui、protobuf |
gesture control volume |
Call opencv, mediapipe, ctypes and other libraries |
Gestures to drag and drop objects |
mediapipe |
Face recognition intelligent attendance management system based on opencv |
opencv, pyqt5 framework |
Python face recognition sign-in and attendance system (opencv+pyqt5) |
opencv, pyqt5 framework |
Old photo restoration system based on deep learning |
深度学习 pytorch tensorflow python 卷积神经 神经网络 照片修复 vue 老照片修复 |
人物关系可视化及问答系统 知识图谱 人物关系 |
flask框架 echarts python neo4j 图数据库 问答系统 知识图谱 人物关系 数据分析 神雕侠侣 射雕英雄传 倚天屠龙记 |
基于卷积神经的车牌识别系统 |
深度学习 pytorch tensorflow python 卷积神经 图像识别 车牌识别 神经网络 |
Python+Django实现基于人脸识别的门禁管理系统 |
Django框架 bootstrap框架 jquery css javascript html |
Python人脸识别签到 |
opencv PyQt5图形界面框架 |
四、大数据项目 |
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基于Spark机器学习的电商推荐系统 |
Spark、sklearn机器学习 |
Python+Spark+Hadoop大数据基于用户画像电影推荐系统 |
Python+Spark+Hadoop |
spark_als_电影推荐系统 |
spark_als |
基于深度学习的商品推荐系统 |
深度学习 |
用spark进行游戏数据分析 |
spark |
2022基于 Hadoop 的游戏数据分析系统 |
Hadoop |
Python+Spark爬虫音乐推荐系统 音乐数据分析可视化 |
Python+Spark 爬虫 |
PySpark+LSTM+Hadoop招聘推荐系统 招聘大数据 |
PySpark+LSTM+Hadoop |