Browsing by Subject "Object detection"
Now showing items 1-20 of 24
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Adaptive traffic signal control using image analysis and AI techniques
(Brac University, 2024-10)Traffic jam is a significant obstacle that makes travel within the city very inconvenient. The systems, such as traffic lights, that are currently in place do not solve this problem. In usual scenario, traffic lights ... -
Analysis of deep learning models on low-light pest detection
(Brac University, 2022-09-28)It is undeniable that in recent years, exceptional progress has been made toward building the most accurate and efficient object detectors. However, existing low- light object detectors still require a substantial amount ... -
Assisting the visually impaired people using image processing
(BRAC University, 2018-07)Visually impaired people face difficulties in safe and independent movement which deprive them from regular professional and social activities in both indoors and outdoors. Similarly they have distress in identification ... -
Automated feedback test generation and functionality testing for UI development with self-guided recommendation
(Brac University, 2023-01)UI development is the most integral part of the Software Development Life Cycle and testing the functionality of the UI is also as much important during the Software Testing Life Cycle of any software project. Without ... -
Autonomous object detection dataset: a study on Bangladeshi roadways
(BRAC University, 2024-10)This research aims to enhance object detection in autonomous driving by testing the three new advanced YOLO models, namely, YOLOv5, YOLOv7, and YOLOv8, on a private dataset proposed specifically for Bangladesh. It is ... -
A comprehensive study and analysis of artificial intelligence-based waiter robot in restaurant
(Brac University, 2024-01)"The rapid development of technology has led to the implementation of numerous solutions aimed at streamlining processes, one of which is the incorporation of artifi cial intelligence. The Simultaneous Localization and ... -
D-ARTNET22 V1: a neural network framework against stolen digital artworks getting Non-Fungible Token (NFT) labels
(Brac University, 2022-05)"Since NFT sites gained fame for selling digital arts, NFT crimes have taken a toll on excessive amounts of digital content creators as stolen digital artworks get their ownership changed permanently in the name of the ... -
Design and development of disinfecting robot for academic institutions
(Brac University, 2022-12)Cleaning up areas where people assemble is necessary due to the proliferation of several fatal infections, including the coronavirus. Nowadays, humans perform disinfection procedures in a variety of settings, which doesn't ... -
Design and implementation of a blind stick integrated with sensors and audio assistance for visually impaired people
(Brac University, 2023-12)Visually impaired individuals find it more challenging to move independently because of their compromised vision. Moreover, it is necessary to navigate in a given setting, along with their ability to organize their ... -
An efficient approach for recyclable waste detection and classification using image processing techniques
(Brac University, 2023-01)One of the world’s most pressing issues right now is the lack of a competent waste management system, particularly in emerging and underdeveloped countries. Re cycling solid waste, which comprises numerous dangerous ... -
Enhancing infrastructure detection using drone imagery: a comparative analysis using machine learning models with a custom Bangladesh-based dataset for improved urban planning
(Brac University, 2024-07)The growth of cities in different developing nations including Bangladesh is posing several challenges in the making of sustainable cities. Growth of infrastructure whilst maintaining the sustainability of urban sprawl ... -
Enhancing underwater object detection through water artifact removal and using ensemble transfer learning
(Brac University, 2023-05)The utilization and exploration of deep-sea resources has made underwater autonomous operation increasingly important to mitigate the dangers of the highpressure deep-sea environment. Intelligent computer vision plays a ... -
Leveraging robust CNN architectures for real-time object recognition from conveyor belt
(Brac University, 2023-01)In the innovative era, the problem of recognizing undesirable objects and individuals on conveyor belts is addressed by various architectural or algorithmic approaches. Conveyor belts are those by which things go in a ... -
Machine learning powered smart Visual-Spatial Agnosia assistive device
(BRAC University, 2024-10)"Visual-spatial agnosia is a neurological visual impairment disorder that occurs after brain strokes in elderly people. These patients are unable to recognise objects surrounding them and also they cannot pursue the distance ... -
Monitoring of endangered fish using image processing and AI tools
(Brac University, 2018-12)Marine life constitutes half of earth’s total biodiversity. But preservation and monitoring of them efficiently face setbacks largely due to technological limitations and economic reasons. Technological challenges include ... -
Normalizing images in various weather and lighting conditions using Pix2Pix GAN
(Brac University, 2024-01)Autonomous vehicles are widely regarded as the future of transportation due to its possible uses in a myriad of applications. In recent years, perception systems in driverless cars have had reasonable development through ... -
Pedestrian crossing guide based on Android-Cloud platform for blind people
(BRAC University, 2014)This paper presents an automatic system which can detect road traffic and let blind people know about that so that they can easily cross the road. In the recent years, Android-driven mobile phones have got popularity among ... -
Point-cloud-based 3D object detection for autonomous navigation in unmanned ground vehicles
(Brac University, 2024-11)Autonomous navigation for UGVs faces significant challenges in detecting objects accurately in complex environments. Despite advancements in 2D object detection, the absence of robust 3D object detection models leave a ... -
Smart surveillance system for identifying bikers without helmets using deep learning
(Brac University, 2019-08)Modern world is progressing quickly along with technology and one of the major sectors is transportation technology. Day by day the number of people are increasing and the number of vehicles are increasing too. As a ... -
Staircase and escalator detection for visually impaired
(BRAC Univeristy, 2016-06)In this thesis, two different methods are presented for staircase detection. First method works with real time captured still image and second method with real time video. Stairway detection and identification of up stair ...
