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.

Manylion Llyfryddiaeth
Prif Awduron:	Sakiba, Cyrus, Tarannum, Syeda Maisha, Nur, Farzana, Arpan, Fahad Faisal, Anzum, Ahnaf Ahmed
Awduron Eraill:	Rahman, Md. Khalilur
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Deep learning Bidirectional LSTM YOLOv7 YOLOv4 MobilenetV2 Violence prediction Realtime Machine learning Cognitive learning theory Real-time data processing
Mynediad Ar-lein:	http://hdl.handle.net/10361/22038

Eitemau Tebyg

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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