Violence detection python. This semester I'm building a Violence Yasser-shrief / V...

Violence detection python. This semester I'm building a Violence Yasser-shrief / Violence-Detection-Python Public Notifications You must be signed in to change notification settings Fork 13 Star 24 Code Issues Pull requests Projects Security Insights 14 hours ago · Real-time Detection System for Suspicious Stabbing Movements An advanced real-time surveillance system designed to detect violence and potentially dangerous stabbing movements using Computer Vision and Deep Learning. The algorithm can detect following scenarios with high accuracy: fight, fire, car crash and even more. This repo presents code for Deep Learning based algorithm for detecting violence in indoor or outdoor environments. Most of my work has been hands-on and project-based. 🚨 Real-Time Violence Detection using AI 🔍🎥 Built an AI-powered violence detection system using Python, OpenCV, PyTorch & CLIP (ViT-B/32). Various techniques have been developed to address problems such as object detection, recognition, tracking, action recognition, legend generation, etc. 🛡️ AI-Powered Smart Surveillance for Accident & Violence Detection A real-time dual-pipeline surveillance system that detects road accidents and violent incidents from video feeds, with automated email alerts to hospitals and police. About Nudity, violence and drugs detection using nudeNet for nudity, for violence and drugs detection I hyper-tuned mobilenet model on my own collected dataset, the final results is a python flask API that takes an image or a set of images, will return a score on how much it's suitable for work. . 🛡️ Video Violence Detection Web App A full-stack AI-powered web application for real-time violence detection in videos, leveraging state-of-the-art deep learning architectures. 98 F1-score with VideoMAE. Mar 9, 2020 · Welcome to the Violence Detection App — a lightweight, AI-powered system that monitors video streams and detects violent or harmful activities in real-time using OpenAI's CLIP, OpenCV, and PyTorch. CNN-BiLSTM-Model-Violence-Detection This model uses spatial as well as temporal features to classify between violent and non-violent activities Expert Needed for AI-Based Violence Detection Tool Development Posted 2 days ago Worldwide Summary Hi everyone. This repository contains a dataset and YOLOv8 models (nano and small) trained to detect fights/violence and non-violence/no-fight in both videos and images. The study consists of these deep learning models, which are used to form a video detection system. A violence detector using MobileNetV2 pretrained model and image enhancement algorithms and face detection algorithms implemented using Python, including an alert system built using telegram for alerting concerned authorities, and all data stored neatly in cloud firestore. This paper presents an advanced approach for automatic violence detection leveraging the capabilities of the YOLOv8 (You Only Look Once version 8) object detection framework. Aug 26, 2023 · In this essay, we will explore the importance of violence detection in videos, the architecture of a Bi-LSTM CNN model, the training process, and the potential challenges and future directions The Inception – v3 and Yolo – v5 models detect the violent act, the number of persons involved, and also the weapons used in the situation. CS Student at FAST NUCES Lahore | C++ · Python · AI/ML | Building: Violence Detection (CNN+LSTM) & TradeNex-Digital Trade & Ordering Platform · I'm a Computer Science student in my 6th semester at FAST NUCES Lahore, with a strong foundation in C++ and a growing focus on AI/ML. Welcome to the Violence Detection App — a lightweight, AI-powered system that monitors video streams and detects violent or harmful activities in real-time using OpenAI's CLIP, OpenCV, and PyTorch. 3 days ago · An advanced AI-powered real-time security monitoring system that combines YOLO-based object detection with multi-agent decision making for automated threat assessment and response. Features comprehensive detection capabilities including weapons, violence, fire, smoke, and suspicious activities with Firebase cloud storage integration. I've tried several methods to build a detecting model that is robust as possible but I haven't quite obtained the results I've been hoping for. However, despite recent developments in deep learning, very few techniques based on deep learning have been proposed to address the problem of detecting violence from videos. 🛡️ Netra AI - Violence Detection System AI-powered violence detection system with image/video upload and live webcam support. I am working on Violence Detection in videos using AI. The models are optimized for surveillance and security applications where detecting physical confrontations is crucial. Built with React, FastAPI, and PyTorch — achieving a 0.