Deep Learning

Predicting Agricultural Land Suitability and Soil Quality: A Deep Learning Approach for Precision Agriculture

Deep learning models were developed to predict agricultural land suitability and soil quality for precision agriculture. TabTransformer achieved the highest accuracy (97.40%) on …

rayhan-ferdous-srejon

Comprehensive Lung Disease Detection Using Deep Learning Models and Hybrid Chest X-ray Data with Explainable AI

LIME was used to enhance the interpretability of model predictions, especially in cases of misclassification, contributing to the development of reliable and interpretable …

shuvashis-sarker
CSE 4138 : Soft Computing Lab featured image
Course Difficulty: Advanced

CSE 4138 : Soft Computing Lab

Soft computing covers fuzzy sets, artificial neural networks, probabilistic reasoning, genetic algorithms, and combined approaches for computing applications.

Prerequisites: Artificial Intelligence

Bengali Handwritten Digit Recognition using CNN with Explainable AI

Handwritten character recognition is a significant research area, especially for languages like Bengali where quality OCR applications are scarce. Merging machine learning and deep …

md-tanvir-rouf-shawon
Bengali Handwritten Character Recognition using Transfer Learning featured image

Bengali Handwritten Character Recognition using Transfer Learning

We propose a solution which uses state-of-the-art techniques in Deep Learning to tackle the problem of Bengali Handwritten Character Recognition (HCR). Our method uses lesser …

Jamdani Artist featured image

Jamdani Artist

An interactive application for generating Jamdani Motifs from user given strokes. This is a simple deployment of the Generative-Jamdani Engine derived from the model trained with …