lewjiayi / Crowd-Analysis
System integrated with YOLOv4 and Deep SORT for real-time crowd monitoring, then perform crowd analysis. The system is able to monitor for abnormal crowd activity, social distance violation and restricted entry. The other part of the system can then process crowd movement data into optical flow, heatmap and energy graph.
☆64Updated 3 years ago
Alternatives and similar repositories for Crowd-Analysis:
Users that are interested in Crowd-Analysis are comparing it to the libraries listed below
- Surveillance Perspective Human Action Recognition Dataset: 7759 Videos from 14 Action Classes, aggregated from multiple sources, all crop…☆98Updated last month
- Advanced ANPR is a system which detect and recognize all the number plates with different sizes, fonts and styles from the video, image o…☆7Updated 11 months ago
- A human violence detection & classification system using recurrent neural networks(RNN).☆41Updated last year
- Tracking and counting persons☆49Updated last month
- Violence detection using CNN-LSTM model☆18Updated 2 years ago
- Real Time Violence Detection using MobileNet and Bi-directional LSTM☆18Updated 2 years ago
- YOLOv9 Object Tracking using PyTorch, OpenCV and DeepSORT☆43Updated last year
- Real-time PPE detection and tracking using YOLO v3 and deep_sort☆120Updated 11 months ago
- This repository contains the code for an object detection, tracking and counting project using the YOLOv8 object detection algorithm and …☆59Updated last year
- ☆28Updated 4 years ago
- ☆62Updated 3 years ago
- Vehicle counting using Pytorch☆99Updated 2 years ago
- A computer vision and artificial intelligence project to detect and counting vehicles. This project is using YOLOV5 and Deep Sort Algorit…☆29Updated last year
- ADAG (Activity Detector and Alert Generator) aims to take real-time videos from CCTV as an input and pass it to the CNN model created wit…☆28Updated 4 years ago
- Collection of papers, code, notebooks, datasets and other resources for Multi Object Tracking (Vehicle tracking, Pedestrian tracking) | G…☆89Updated 4 years ago
- Computer Vision Project : Action Recognition on UCF101 Dataset☆39Updated 5 years ago
- Multi-camera people tracking is to monitoring people with multiple cameras and connecting each other☆58Updated last year
- Building a model that recognizes violence through surveillance cameras☆24Updated 3 years ago
- [IEEE Research paper + Project] Real Time Road Accidents Detection System based on crash estimation; a computer vision techniques that de…☆69Updated 9 months ago
- Detects the abnormal behaviors of passengers on a ship so we can prevent accidents from occurring☆25Updated last year
- YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.☆48Updated last year
- Violence Detection using a CNN-LSTM model☆36Updated last year
- A project for counting vehicles using YOLOv4 + DeepSORT + Flask + Ngrok + TF2☆43Updated 2 years ago
- Fight Detection From Surveillance Cameras by fine-tuning a PyTorch Pretrained Model☆46Updated 3 years ago
- Crime detection in cctv footage using deep learning☆90Updated 5 years ago
- The main abnormal behaviors that this project can detect are: Violence, covering camera, Choking, lying down, Running, Motion in restrict…☆99Updated 3 years ago
- Automatic Number Plate Recognition using Yolov8 and EasyOCR Full Course | Python☆12Updated last year
- Video Analytics dashboard built using YoloV5 and Streamlit☆88Updated last year
- The shoplifting prevention solution based on action recognition pipeline.☆40Updated 4 years ago
- # Abnormal-Human-Activity-Detection With the increase in the amount of anti-social activities taking place in the environment, security h…☆9Updated 4 years ago