Real-time crime detection using convolutional LSTM and YOLOv7

Real-time crime detection using convolutional LSTM and YOLOv7

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Bibliografske podrobnosti
Main Authors:	Sakiba, Cyrus, Tarannum, Syeda Maisha, Nur, Farzana, Arpan, Fahad Faisal, Anzum, Ahnaf Ahmed
Drugi avtorji:	Rahman, Md. Khalilur
Format:	Thesis
Jezik:	English
Izdano:	Brac University 2023
Teme:	Deep learning Bidirectional LSTM YOLOv7 YOLOv4 MobilenetV2 Violence prediction Realtime Machine learning Cognitive learning theory Real-time data processing
Online dostop:	http://hdl.handle.net/10361/22038

Podobne knjige/članki

Recognising license plate from image data using deep learning
od: Golder, Rupam, et al.
Izdano: (2023)

Real-time garments defects detection at the sewing phase to optimize waste cost using YOLOv7, YOLOv7x, YOLOv7-w6 and Pytorch
od: Uddin, Md. Minhaz, et al.
Izdano: (2023)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
od: Barua, Debalina
Izdano: (2023)

An efficient approach for recyclable waste detection and classification using image processing techniques
od: Chowdhury, Prabal Kumar, et al.
Izdano: (2024)

Fire and disaster detection with multimodal quadcopter By machine learning
od: Afrin, Anika, et al.
Izdano: (2023)

Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
od: Sanjana, Jasia, et al.
Izdano: (2024)

Advancing autonomous navigation: YOLO-based road obstacle detection and segmentation for Bangladeshi environments
od: Mahmud, Ishtiaque, et al.
Izdano: (2024)

Deep learning-based real-time pothole detection for avoiding road accident
od: Basher, Rafsan, et al.
Izdano: (2022)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
od: Moon, Nowrin Tasnim, et al.
Izdano: (2023)

Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
od: Mostafa, Tanzim, et al.
Izdano: (2022)

Automatic waste classification using deep learning and computer vision techniques
od: Akash, MD., et al.
Izdano: (2023)

An ambient assisted living system for Alzheimer’s patients
od: Abedin, Minhajul, et al.
Izdano: (2023)

Optical flow based violence detection from video footage using hybrid MobileNet and Bi-LSTM
od: Haque, Tashfia, et al.
Izdano: (2024)

Prediction of genetic mutation from clinical data of sickle cell disease using few-shot siamese bidirectional LSTM and federated learning
od: Alam, Salman, et al.
Izdano: (2023)

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
od: Ghose, Swattic, et al.
Izdano: (2023)

Density based traffic control system for a four way intersection
od: Chowdhury, Faizul Bari, et al.
Izdano: (2024)

Predicting crime using deep learning
od: Shihab, Muhammad Nafees, et al.
Izdano: (2024)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
od: Fiha, Yeamin Jahan, et al.
Izdano: (2022)

Violent activity detection through surveillance camera using deep learning
od: Miah, Parvez, et al.
Izdano: (2023)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
od: Dewanjee, Tanmoy, et al.
Izdano: (2021)

Document template identification and data extraction using machine learning and deep learning approach
od: Roy, Kaushik, et al.
Izdano: (2024)

RED-LSTM: Real time emotion detection using LSTM
od: Labiba, Mansura Rahman, et al.
Izdano: (2023)

Content based image search in openstack swift
od: Ali Uday, Mir Rownak, et al.
Izdano: (2024)

Intelligent parking system using machine learning
od: Abrar, Md. Ishtiak, et al.
Izdano: (2023)

Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras
od: Rukaiya, Maymuna, et al.
Izdano: (2023)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
od: Tahamid, Abu
Izdano: (2021)

Dark Channel Prior (DCP) based Bangla car plate detection and recognition in foggy weather
od: Nasim, Hamim Ibne, et al.
Izdano: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
od: Choudhury, Prionto Kumar, et al.
Izdano: (2024)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
od: Sarmi, Kaniz Fatima, et al.
Izdano: (2022)

Hybrid recommendation system of intelligent captioning using deep learning networks
od: Wasi, Ahamed Al, et al.
Izdano: (2024)

An integrated approach: fake review detection using convBERT-BiLSTM classification
od: Mahmud, Md. Anas, et al.
Izdano: (2024)

Corn leaf disease detection using deep convolution neural network
od: Rabbi, Rawhatur, et al.
Izdano: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
od: Ahmed, Kazi sabab, et al.
Izdano: (2022)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
od: Arafat, Sheikh Mohammad, et al.
Izdano: (2021)

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
od: Nirjhor, S M Mahsanul Islam, et al.
Izdano: (2019)

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
od: Iqbal, Shahriar, et al.
Izdano: (2023)

Pest detection system using machine learning techniques
od: Prithvi, Protyusha Barua, et al.
Izdano: (2022)

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
od: Kobra, Khadija-Tul, et al.
Izdano: (2022)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
od: Morshed, Atique, et al.
Izdano: (2021)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
od: Sakir, Adnan, et al.
Izdano: (2023)