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Bangla text classification using machine learning and deep learning techniques
(Brac University, 2021-09)
At present, we have seen everything is getting digitized where technology almost
takes full control over our life. As a result, a massive number of textual documents
are generated on online platforms and news articles ...
Bangla optical character recognition from printed text using Tesseract Engine
(Brac University, 2021-01)
Optical Character Recognition or OCR is a technology that enables us to detect and extract text from images. In our project, we are designing our OCR system around the Bangla language. This is primarily because, there are ...
A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
(Brac University, 2021-10)
Depression and mental health issues (stress, nervousness, panic attacks, anxiety
attacks etc.) are nowadays a major issue in the whole world. It is a common cause
of mental illness that has been linked to an increased ...
Prevalence and Risk factors of Vulvovaginal Candidiasis during pregnancy: A review
(Brac University, 2021-04)
Vulvovaginal candidiasis (VVC) is an infection of the vagina caused by yeast, especially Candida
spp. Although VVC is common among reproductive-age women, prevalence studies notice its
uprise to 30% during pregnancy, ...
Affective social anthropomorphic intelligent system
(Brac University, 2021-01)
At present, intelligent virtual assistants (IVA) are not only about delivering the functionalities
and increasing their performances; they also need a socially interactive personality. As human
conversational styles are ...
Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
(Brac University, 2021-01)
The rate of population growth of southern Asia is rising dramatically. As a part of
this area, Bangladesh is no different. Moreover, the cultivable lands are declining at
a huge rate. So to maintain the balance between ...
An efficient deep learning approach to detect skin Cancer
(Brac University, 2021-09)
Each year, millions of people around the world are affected by cancer. Research
shows that the early and accurate diagnosis of cancerous growths can have a major
effect on improving mortality rates from cancer. As human ...
A Comparative study on Bengali handwritten character recognition and prediction using CNN
(Brac University, 2021-01)
The transcription Bengali text to digital text is neither very efficient nor accurate. This proves to be a problem because most official work in Bangladesh is traditionally done in Bengali, on pen and paper hardcopy documents, ...
A review of sustainable biofuels from waste materials: development and challenges
(Brac University, 2021-12)
Biofuel is a fuel derived from living things or their wastes (biomass) that is considered as the most potential and alternative energy source. It includes bioethanol biodiesel, biohydrogen, biogas, etc. Due to its environmental ...
A deep learning approach towards soft biometrics attributes prediction using CNN
(Brac University, 2021-09)
Any physical, behavioural or adhered human characteristics that we can observe
from a person is known as Soft Biometric.The most common physical soft biometric
attributes are height, age, ethnicity, facial hairs, gender, ...