Browsing by Author "Islam, Raisul"

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Deep Learning Models To Diagnose Brain Stroke
(Daffodil International University, 23-02-18) Mahmud, Asif; Islam, Raisul
Brain Hemorrhage has gotten to be an extreme issue in the world. Brain Hemorrhage is also called ‘Brain Stroke’ in our country. The amount of the stroke may be a particularly difficult process among all of them; the brain stroke is the toughest one. There are three types of strokes. Hemorrhagic Stroke, Ischemic Stroke and Transient Ischemic Attack (TIA).One of the discrete methods that emerged as a first-line, radiation-free method of diagnosing brain stroke is magnetic resonance imaging (MRI). Most of the people (87%) are affected by Ischemic stroke. To distinguish this hemorrhage, we got to do a lab test at therapeutic. But that's exceptionally costly for our country. So, we choose to do something for them. After research, we developed a project which can detect this type of hemorrhage using deep learning neural network based algorithm. When it comes to picture identification, deep learning has made significant progress. To do that we collected raw data (CT Scan Copy) from a number of hospital, we preprocessed it with a help of radiologist and finally trained our model to nail our goal which is detecting hemorrhage stroke. Right now, we have been found that VGG-16 achieves a high rate of accuracy with a minimal level of complexity. It’s about 93 up percentage accuracy in total.Keywords: Brain Stoke, MRI, VGG-16.
Deep Learning Models To Diagnose Brain Stroke
(Daffodil International University, 23-02-12) Rahman; Asif Mahmud; Islam, Raisul
The project's goal is to purchase bus, air, movie tickets online. Anyone with a web connection can access the ticket reservation system, which is an Internet-based program, from anywhere in the world. The tickets will be held using this application. Any internet user can access the website for a movie theater provided by this online ticket reservation system. A credit card is necessary to log into the system and to purchase tickets. At the counter, tickets can be obtained .One of the best forms of entertainment after a busy day is going to the movies with family and friends. However, all of this excitement quickly fades after waiting for hours in a line to get tickets. . The website offers comprehensive facts about movies that are currently playing on all screens, including show times and seat availability. Reservations for tickets are made with a credit card and are cancellable if necessary. One of the finest options for people who can't afford the time to reserve their tickets while waiting in long lines is our online system. Online ticket purchasing is available day or night. ©
Pedestrian Walking Speed Data Analysis of Dhaka City In Bangladesh
(Daffodil International University, 2021-07-12) Sarkar, Rathindra Nath; Islam, Raisul; Shuvo, Sumit Shom; Siam, Md. Rakibul Islam; Islam, Md. Azharul
Walking is the most proficient and viable method of transportation for short excursions without cost. The Walking pace of walkers is of prime significance in an investigation of capacity, plan furthermore, arrangement of walker offices. This survey focused on the impacts of individual qualities; land utilizes reason, wireless use, carrying things, and development in gatherings. Progressed research on common stream qualities is a critical prerequisite in Bangladesh for improving its street network offices. Around 5 hours of information were gathered by video recording and an absolute number of 3612 people on foot were surveyed for the model improvement. The mean Walking pace of the Bangladeshi person on foot (65.78 m/min) is discovered to be slower when contrasted with US, Europeans and Asian nations however higher than the walker of Saudi Arabia and Indonesia. A further breakdown of the speed information by sexual orientation shows that the female people on foot (31.35 m/min) male (35.36 m/min) partners. The mean Walking pace of the person on foot of Dhaka metropolitan city (32.66 m/min) is most reduced among four significant urban communities of Bangladesh. The greatest and least mean Walking speed is found at the walkway of Dhanmondi 32, Dhaka (28.99 m/min) . It could be expected the presence of a higher number of walkers. Male walkers are quicker than female passersby in all of the three destinations of Dhaka metropolitan urban areas. Kids pedestrians on foot are the slowest walker in the whole metropolitan urban communities. The speed of three sites all middle-aged (32.90 m/min) and younger (37.34 m/min) people on foot are manually higher from mean Walking speed, however, the Walking velocity of three sites for all older pedestrians is (27.09 m/min). Various quantities of gathering size passerby with higher speed in the walkway of Dhanmondi 32, Dhaka. This survey analyzed the elements which impacted strolling rates to give a more noteworthy comprehension of walker developments. The person on foot speed diminishes with expands the gathering group size. Mean strolling pace of walker group size two is higher than other gathering size walkers in all gender and age bunch. Essentially common of Gathering Size three or four than bigger Gathering size. In any case, in certain locales, remarkable circumstances are happened because of a low number of walkers. Female and Older walkers of Gathering Size four. Kids walkers of Gathering Size two or three. The walking velocities of walkers conveying stuff are most certainly not the same as those not conveying stuff. The walking speeds in blended land utilize are just slower than the mean strolling speeds among all land employments. The male person on foot strolling speed is higher than the female walker in each land use.
The Prospect of Cloud Computing inTelecommunication Sector of Bangladesh
(Department of Computer Science and Engineering, Military Institute of Science and Technology, 2013-12) Islam, Raisul; Hasan, Nazmul; Riasat Ahmed, Mohammad
In the ﬁeld of IT cloud computing introduces a new era. Almost every part of the IT depends on this cloud computing. It is the latest technique of providing computational resources as a service. It reduces many hurdles in the ﬁeld of IT. This technology allows for much more efﬁcient computing by centralizing data storage, processing and bandwidth. The popularity of cloud computing is in creasing day by day. The main objective of this thesis is to introduce a cloud based mobile SIM card registration system that can be implemented with the help of a central database. In this research, the central database is the cloud storage which comprises with overall in formation of a citizen of any age. The database will enrich with one’s personal information(such as name, parents name, present and permanent address etc) phone number, mobile number, passport number, voter id number, educational and job experience related information. It should be mentioned that this central database can only be implemented by the Government and the proposed mobile registration system is completely count on it. This proposed system is online based, authenticated and efﬁcient. It minimizes the persecution of mobile SIM card registration as well as the volume of crime rate. This research paper has focused on the implementation processes, performance analysis and other inputs/outputs of the proposed system are provided in this paper. Finally, future expansion along with possibilities of practical execution is also drawn in this paper.