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Now showing items 21-30 of 59
Corn leaf disease detection using deep convolution neural network
(Brac University, 2023-01)
Detecting corn leaf diseases helps farmers identify and treat impacted crops. Early
disease identification reduces crop loss. Manual leaf diagnostic imaging takes time
and is prone to mistakes. This thesis proposes a ...
Traffic congestion detection and optimizing traffic flow using object detection, optical flow and fluid dynamics
(Brac University, 2022-01)
Bangladesh has been suffering a severe traffic congestion issue ever since it has been
on a high paced development roadmap. Researches regarding solving such traffic
issue has been in the talks but has never reached a ...
Early detection of diabetic retinopathy using deep learning techniques
(Brac University, 2021-10)
We, humans, are the bearer of diseases. While most of them have a thoroughly
researched and contemplated solution set, some of them do not. Diabetes is one of
those common diseases that do not have a clear solution but ...
Deep Learning based Bangla Voice to Braille Character Conversion System
(Brac University, 2022-05)
From the very beginning of the 20th century, there has been a significant devel opment in the education system using modern technology. However, this rapid
development has very little scope to facilitate the education ...
Generation of realistic images from human drawn sketches using deep learning
(Brac University, 2022-01)
Processing sketches to produce realistic images is an intriguing idea in the world
of emerging Artificial Intelligence. We present a Generative Adversarial Network
(GAN) based methodology that creates satisfactory images ...
Pest detection system using machine learning techniques
(Brac University, 2022-01)
Countries like Bangladesh yield a significant portion of their economy from their
agricultural sector. Agricultural pests, on the other hand, have a significant impact
on both agricultural production and crop storage. ...
Prostate cancer detection using deep learning neural network with transfer learning approach
(Brac University, 2021-10)
Prostate cancer is a ubiquitous form of cancer detected among men all over the
world. It is currently the second leading cause of cancer death worldwide among
men. Research shows that about 11% of men worldwide are ...
Deep learning-based real-time pothole detection for avoiding road accident
(Brac University, 2022-01)
Bangladesh is a fast-developing country, and the number of roads increasing with it
is immense. With the ever-growing amount of road comes the age-old problem of
a pothole. This paper represents a model of deep learning-based, ...
Visual object classification from fMRI data
(Brac University, 2022-01)
Computing devices were once limited in just calculating arithmetic. Whereas, in
modern computing, complex task like object classi cation or recognition has become
so popular that even our smart devices cannot be thought ...
A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
(Brac University, 2021-09)
Color vision approach using auto encoded technique is an effective way to detect
objects. This approach considers various factors like movement detection, size and
shape detection, color detection etc. Here we have ...