CSE 4138 : Soft Computing Lab
Soft computing covers fuzzy sets, artificial neural networks, probabilistic reasoning, genetic algorithms, and combined approaches for computing applications.
Oct 24, 2023
Jamdani Motif Generation using Conditional GAN
This paper presents a Generative Adversarial Network (GAN)-based technique that generates new Jamdani textile patterns from user-input sketches, mimicking traditional designs. We created a unique Jamdani motif dataset and achieved satisfactory results using the pix2pix model, potentially advancing research in this area.
Dec 31, 2020
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 iterations to train than most other comparable methods.
Oct 6, 2020
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 Jamdani Noksha Dataset.
Jul 3, 2020