Abnormal Behavior Video Based Analysis 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
Abnormal Behavior Video Based Analysis in Python Projects
Abstract
Abnormal behavior detection in videos is an important computer vision task with wide applications in surveillance, healthcare, human safety, and intelligent monitoring systems. Traditional surveillance requires manual monitoring, which is labor-intensive and prone to errors, especially in real-time scenarios. This project, Abnormal Behavior Video Based Analysis in Python, aims to develop an automated system that identifies unusual or suspicious human activities from video input. Using deep learning techniques, the system extracts human pose, motion patterns, and spatiotemporal features to differentiate between normal and abnormal actions. By leveraging Python libraries such as OpenCV, TensorFlow, Keras, and deep neural networks like CNN–LSTM, the system ensures real-time detection, scalability, and high accuracy. Such an intelligent solution can significantly enhance safety in public places, workplaces, and healthcare environments.
Existing System
The existing methods of abnormal behavior detection largely depend on manual observation through CCTV footage, which is highly inefficient and error-prone due to human fatigue. Some semi-automated systems use basic motion detection algorithms or handcrafted features such as optical flow and trajectory analysis. However, these systems fail in complex real-world scenarios involving occlusion, dynamic backgrounds, or subtle abnormal behaviors (e.g., aggression, fainting, or suspicious movements). Traditional machine learning models used in existing systems also rely on limited handcrafted features, making them less accurate and not suitable for large-scale deployment in real-time environments.
Proposed System
The proposed system introduces a deep learning-based abnormal behavior analysis model that processes video frames to detect unusual human actions automatically. Human activity features are extracted using pose estimation (e.g., OpenPose or MediaPipe) and spatiotemporal deep learning models such as CNNs and LSTMs. These models capture both spatial (frame-based) and temporal (time-series) features to accurately distinguish normal and abnormal behaviors. The system, developed in Python, can work with live surveillance feeds or pre-recorded videos to identify behaviors like violence, sudden collapse, theft, or panic actions. By automating the monitoring process, the system reduces dependency on human supervision, provides real-time alerts, and ensures higher accuracy in detecting critical incidents. This makes it highly useful for applications in smart surveillance, patient monitoring in hospitals, workplace safety, and public security.
Reviews & Ratings
Frequently Bought Products
Brinjal Leaf CNN Train Flask in Python Projects
Car Parking Simple Management in Python Projects
Auto Generative Test Case in Python Projects
Bed Stage Prediction Using ML Classification in Python Projects
2D Pose Video Based Prediction in Python Projects
Big Data Intrusion Detection CNN Train Analysis in Python Projects
Breast Cancer Detection CNN Train Flask App in Python Projects
Anxiety Children Quiz App Flask in Python Projects
Chronic Kidney Data Train Flask App in Python Projects
Credit Card LSTM RNN 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
