Search Results for author: Md. Kishor Morol

Found 8 papers, 1 papers with code

ConvoWaste: An Automatic Waste Segregation Machine Using Deep Learning

no code implementations6 Feb 2023 Md. Shahariar Nafiz, Shuvra Smaran Das, Md. Kishor Morol, Abdullah Al Juabir, Dip Nandi

In this paper, deep learning and image processing techniques are applied to precisely classify the waste, and the detected waste is placed inside the corresponding bins with the help of a servo motor-based system.

object-detection Object Detection

convoHER2: A Deep Neural Network for Multi-Stage Classification of HER2 Breast Cancer

no code implementations19 Nov 2022 M. F. Mridha, Md. Kishor Morol, Md. Asraf Ali, Md Sakib Hossain Shovon

The outcomes of this study determined that the HER2 cancer detecting rates of the convoHER2 model are much enough to provide better diagnosis to the patient for recovering their HER2 breast cancer in future.

A comparative analysis of Graph Neural Networks and commonly used machine learning algorithms on fake news detection

no code implementations26 Mar 2022 Fahim Belal Mahmud, Mahi Md. Sadek Rayhan, Mahdi Hasan Shuvo, Islam Sadia, Md. Kishor Morol

Therefore, in this paper, we present a comparative analysis among some commonly used machine learning algorithms and Graph Neural Networks for detecting the spread of false news on social media platforms.

Fake News Detection

A Deep Learning Framework to Reconstruct Face under Mask

1 code implementation23 Mar 2022 Gourango Modak, Shuvra Smaran Das, Md. Ajharul Islam Miraj, Md. Kishor Morol

This problem is complex because (i) it is difficult to determine the gender of an image hidden behind a mask, which causes the network to become confused and reconstruct the male face as a female or vice versa; (ii) we may receive images from multiple angles, making it extremely difficult to maintain the actual shape, topological structure of the face and a natural image; and (iii) there are problems with various mask forms because, in some cases, the area of the mask cannot be anticipated precisely; certain parts of the mask remain on the face after completion.

Gender Classification Image Reconstruction +2

Approaches for Improving the Performance of Fake News Detection in Bangla: Imbalance Handling and Model Stacking

no code implementations22 Mar 2022 Md Muzakker Hossain, Zahin Awosaf, Md. Salman Hossan Prottoy, Abu Saleh Muhammod Alvy, Md. Kishor Morol

In this work, we present several strategies for resolving the imbalance issue for fake news detection in Bangla with a comparative assessment of proposed methodologies.

Fake News Detection

Image to Bengali Caption Generation Using Deep CNN and Bidirectional Gated Recurrent Unit

no code implementations22 Dec 2020 Al Momin Faruk, Hasan Al Faraby, Md. Muzahidul Azad, Md. Riduyan Fedous, Md. Kishor Morol

The purpose of this research is to propose a CNN and Bidirectional GRU based architecture model that generates natural language captions in the Bengali language from an image.

Caption Generation Image Captioning

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