Browsing by Author "Sarkar, Saurav"

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Detecting mango leaf diseases using deep learning:
(Daffodil International University, 2024-07-24) Sarkar, Saurav
Mango leaf diseases suffer from a multiple challenge in diagnosis due to different types of crops, changing agronomic disease indices and several environmental factors that influence them. It is still hard to detect them early since extant methods depend on data restricted by geography, thereby making them inefficient. This is essential for timely detection and control of such diseases in order to prevent huge financial losses that result among farmers. This research introduces an innovative strategy using deep learning and image processing technologies towards that end. Using CNN (Convolutional Neural Network) model, the study achieved a remarkably high 98.75% accuracy in separating healthy mango leaves from those with diseases. Rigorous tests were carried out over a range of leaf conditions to verify the effectiveness of the model. The technology has helped apply the algorithm onto 3000 leaf pictures which assist in identifying whether mango leaves are healthy or diseased when illness starts thus this is early disease detection. This innovation does not simply provide a timely and effective solution to enhance the management of diseases in mango farming, but also sets a benchmark for comparable advances in the broader agricultural milieu. The importance of this new technique in revolutionizing plant disease, identification and prevention highlights its significance in agricultural development. By overcoming geographical barriers and embracing state-of-the-art technology, this study begins a fresh chapter in agricultural practices; It is hoped that it will help farmers enable farmers to manage their diseases better and produce more sustainable crops
Internship report on loan disbursement and recovery system of Mercantile Bank Limited, Kawran Bazar Branch
(2014-12-27) Sarkar, Saurav
This report is prepared as a requirement of the internship phase of BBA program of Daffodil International University. This report focuses three months working experiences in Mercantile Bank Limited, Kawran Bazar Branch. This report will give a clear idea about the Loan Disbursement process & Loan Recovery at Mercantile Bank Limited at Kawran Bazar Branch (MBL). Here first chapters basically discuss about the background of the report, objectives, and methodologies used in preparation of the report and limitation faced at preparation. Second chapter is analysis & finding loan disbursement & loan recovery. In this part I show compression of two years loan disbursement, procedure recovery graphical expression of the MBL performance. Third chapter is covered the conclusion and Recommendations. For preparing this report the main objective is to concentrate on the activities related with Loan Disbursement & Loan Recovery df Mercantile Bank Limited in Kawran Bazar Branch. I learn about the Loan Disbursement & Loan Recovery of Mercantile Bank Limited and use of these in the organization. From my practical experience, observation and discussion with the employees I try to find out the Loan Disbursement process & Loan Recovery of Mercantile Bank Limited at Kawran Bazar Branch in chapter four. From 1999 to 2009 it has been ten long years of journey for MBL. They have made strong initiatives in banking sector. They can be one of the best private banks in Bangladesh, if they will match the expectation of their clients through their best banking service. I hope that the authority always aware about employees so they can provide excellence service with efficiency, accuracy and proficiency to the clients and meet the ultimate objectives of MBL.
Modeling, UV Unwrapping, Texturing, Lighting & Rendering of “Through the Window”: A 3D Animation Short Film
(Daffodil International University, 2019-12) Sarkar, Saurav
The way people express their thoughts is changing day by day. 3D animation is one of the new variations of these mediums. As modern technology is in its peak position right now, 3D animation process is now competent enough to express any story with the looks, colors and emotions of any real-life object or character. While our interest was in 3D animation, we also wanted to convey a message through a story relatable to our culture and society around us. So, we chose a story around child labor, which is a complex social problem in our country. It was our goal to articulate the story in a dynamic yet deep and understandable way through the whole process from story building to modeling, sculpting, texturing, rigging, animation, light setup, rendering and post processing. The final output of this project is a video footage that combine all the work that is done hopefully expresses the idea behind making it. We hope, this project will redefine the idea of 3D animation in our country