Anonymous Driver Prediction CNN Train Flask in Python Projects
Inhouse product
-
₹800.00₹4,000.00 -
₹1,800.00
₹4,500.00 -
₹800.00
₹4,000.00 -
₹1,800.00
₹4,500.00 -
₹800.00
₹4,000.00
Anonymous Driver Prediction CNN Train Flask in Python Projects
Abstract
Driver behavior prediction has become a critical area of research, especially with the rise of intelligent transportation systems and smart vehicles. Predicting driver identity and detecting driving patterns can help in improving road safety, insurance claim analysis, and personalized in-car experiences. This project, Anonymous Driver Prediction using CNN and Flask in Python, focuses on training a Convolutional Neural Network (CNN) model to classify and predict anonymous driver behavior from driving datasets such as GPS traces, speed variations, or driving style logs. The trained model is then deployed using Flask as a web application, where new driving data can be uploaded, and the system predicts the driver’s identity or behavior category. Python libraries such as TensorFlow/Keras, Pandas, NumPy, and Scikit-learn are used for data preprocessing and training, while Flask ensures a user-friendly interface for real-time prediction.
Existing System
Current systems for driver identification and behavior monitoring rely largely on manual analysis, rule-based systems, or simple statistical models. While these methods can detect basic anomalies, they lack the intelligence to handle large-scale, high-dimensional driving data. Existing systems also fail to differentiate between different drivers with high accuracy, especially when the data is anonymous or partially missing. Moreover, most traditional systems lack a real-time prediction interface, limiting their applicability in modern intelligent transport and connected car environments.
Proposed System
The proposed system introduces a deep learning–based framework using CNN to automatically extract features from driving data and predict anonymous drivers with high accuracy. The dataset is preprocessed to normalize driving parameters and convert them into structured input formats for CNN training. The trained CNN learns hidden driving patterns and classifies each driving session to a specific driver or category. This model is then integrated into a Flask web application, where users can upload new driving data (CSV, logs, or sensor inputs) and instantly receive predictions. Compared to existing systems, this approach provides automation, scalability, high accuracy, and real-time usability. It can be applied in fleet management, insurance fraud detection, driver monitoring systems, and autonomous vehicle research.
Reviews & Ratings
Frequently Bought Products
Big Data Intrusion Detection CNN Train Analysis in Python Projects
Attribute Based Business Model LSTM Train Analysis in Python Projects
Simulation of 5G Networks in Python Projects
Crop Yield Ml Classification in Python Projects
Abnormal Behavior Video Based Analysis in Python Projects
Crypto Currency ML Classifier Flask App in Python Projects
Cardiovascular Data Train MLP Analysis in Python Projects
Brain SVM WOA Tumor Detection in Python Projects
Auto ML Single and Multi Label Text Classification in Python Projects
Chronic Kidney Data Train Flask App in Python Projects
-
₹800.00
₹4,000.00 -
₹1,800.00
₹4,500.00 -
₹800.00
₹4,000.00 -
₹1,800.00
₹4,500.00 -
₹800.00
₹4,000.00
OKOK PROJECTS
Final Year Projects, College Projects, Student Projects, Last Year Projects all type of Student Projects support You..
FINAL YEAR PROJECTS | BULK PROJECTS IEEE PROJECTS, CHENNAI, BANGALORE, HYDERBAD, MUMBAI, KOCHI, COIMBATORE
IEEE Projects,Ieee Projects For Cse,Ieee Projects For Ece,Ieee Projects For Eee,Ieee Xplore Projects,Ieee Projects For Cse 2025,Ieee Projects For Eee 2025,Ieee Projects For Ece 2025,Ieee Projects For Cse 2025,Ieee Papers For Cse,Ieee Papers For Ece,Ieee Project Papers,Ieee Projects 2025,Ieee Projects 2025,Ieee Mini Projects For Ece,Ieee Mini Projects,Ieee Mini Projects For Cse, Ieee Projects For Biomedical Engineering,Latest Ieee Papers For Ece 2025,Ieee Machine Learning Projects,Ieee Machine Learning Projects For Final Year,Ieee Projects For Cse With Source Code, Ieee Projects On Artificial Intelligence,Ieee Deep Learning Projects.
IEEE PROJECTS - PYTHON, DJANGO, JUPYTER, PHP, ANDROID, NS2, MATLAB, HADOOP, MATLAB SIMULINK, MININET
Final Year Projects,Final Year Projects For Computer Science,Final Year Projects For Cse,Final Year Projects For Computer Science With Source Code, Iot Based Projects For Final Year,Major Project For Cse Final Year,Major Projects For Cse,Ece Projects For Final Year,Bca Final Year Project, Python Projects For Final Year Students,Easy Final Year Projects For Mechanical Engineering, Web Development Projects For Final Year, Major Projects For Ece, Python Projects With Source Code For Final Year, Electronics Projects For Final Year,
Machine Learning Projects For Final Year, Cyber Security Projects For Final Year, Final Year Android Projects With Source Code, Android Projects For Final Year, Btech Final Year Projects For Cse, Cyber Security Projects For Final Year Students, Final Year Projects With Source Code And Documentation, Mba Final Year Project, Major Projects For Ece Final Year, Projects For Bca Students, Bca Projects For Final Year, Bba Final Year Project, Final Year Engineering Projects, Vlsi Projects For Final Year Ece 2025-2026, Major Project For Bca Final Year, Github Final Year Projects, Major Projects For Cse With Source Code, Projects For Ece Final Year Students, Final Year Project For It Students, Mba Final Year Project In Finance, Web Development Projects For Final Year Cse, Vlsi Projects For Final Year, Vlsi Projects For Final Year Ece, Final Year Project For Computer Engineering, Major Projects For Cse Final Year In Web Development, Python Final Year Projects, Best Final Year Projects For Cse, Mca Final Year Project,
Bca Final Year Project With Source Code, Major Project For Mca Final Year, Final Year Projects For Cse, Final Year Projects For Computer Science In Python, Flutter Projects For Final Year Students, Web Application Projects For Final Year Students, Blockchain Projects For Final Year Students, Html Projects For Final Year Students, Cse Final Year Projects With Source Code, Project For Computer Science Final Year, Asp Net Projects For Final Year Students, Final Year Projects For Computer Science With Source Code, Major Projects For Ece Final Year On Embedded Systems, Python Projects For Final Year Students With Source Code
Final Year Projects For Computer Science With Source Code, Major Projects For Ece Final Year On Embedded Systems, Python Projects For Final Year Students With Source Code, Final Year Project For Electronics And Communication, Data Science Final Year Projects, Projects For Cse Final Year Students, Major Project For Final Year Cse, Blockchain Final Year Project, Python Projects For Final Year, Last Year Project For Computer Science, Ml Projects For Final Year, Bsc It Projects For Final Year, Final Year Projects, Final Year Projects For Computer Science In Java, Mca Final Year Project With Source Code, Final Year Project With Source Code, B Tech Final Year Project, It Projects For Final Year, Ieee Machine Learning Projects For Final Year, Best Major Projects For Cse, Project For Computer Science Engineering Final Year, Iot Based Projects For Final Year Ece, Free Python Projects For Final Year Students, React Js Projects For Final Year Students, Final Year Major Projects For Cse, Final Projects, Final Year Projects For Computer Science, Btech Final Year Projects For Ece, Best Final Year Projects, Ieee Final Year Projects, Mtech Project, Cloud Computing Final Year Project, Ieee Final Year Projects For Cse, B Pharm Final Year Project,
Chemical Engineering Projects For Final Year, Best Projects For Final Year Cse, Projects For Computer Science Students Final Year, Project For Final Year Students, Major Projects On Embedded Systems For Ece, Project For B Com Final Year, Mtech Projects For Cse, Major Projects For Final Year, Final Year Projects For Information Technology, Engineering Projects For Final Year Students, Bsc Final Year Project Computer Science, Best Ece Projects, Vlsi Projects For Final Year Ece 2025, Biomedical Engineering Final Year Projects, Mechatronics Final Year Project, Data Science Project For Final Year, Ieee Ece Projects, Major Project For Computer Science, Final Year Project For Electronics Engineering, Embedded System Projects For Final Year Ece, Diploma Ece Projects, Main Projects For Ece, Major Projects For Electronics And Communication Engineering, Mca Major Project, Net Projects For Final Year Students, B Tech Projects For Ece, Ece Embedded Projects, Project On Embedded Systems For Final Year, Major Projects For Electronics Engineering, Ece Projects On Iot.
LOCATION CITY SUPPORT
Delhi | Mumbai | Bangalore | Hyderabad | Chennai | Pune | Ahmedabad | Kolkata | Jaipur | Chandigarh | Coimbatore | Lucknow | Surat | Indore | Patna | Nagpur | Ernakulam | Bhopal | Vadodara | Ludhiana | Kanpur | Nashik | Varanasi | Visakhapatnam | Rajkot | Raipur-Chhattisgarh | Vijayawada | Madurai | Ranchi | Goa | Thiruvananthapuram | Bhubaneshwar | Allahabad | Aurangabad-Maharashtra | Dehradun | Mysore | Trichy | Guwahati | Agra | Kozhikode | Jodhpur | Thrissur | Kolhapur | Salem | Meerut | Mangalore | Gorakhpur | Jabalpur | Jalandhar | Gwalior
OKOK Projects is a company that provides final-year student projects and IEEE projects in various technologies. The company is based in several locations in India, including Chennai, Bengaluru, Coimbatore, and Palakkad
Services: IFox Projects offers a wide range of academic projects for students in various disciplines, such as: Computer Science: Projects based on Python, Django, PHP, Java, and other technologies. Electronics and Communication: Projects related to embedded systems, IoT, and VLSI. Others: Projects using Simulink, NS2, MATLAB, Hadoop, and more.
Follow Us
Mobile Apps
