Classification and Understanding of Cloud Structures via Satellite Images with EfficientUNet

Clouds classification analysis from satellite images based on Kaggle Competition. Paper - Classification and understanding of cloud structures via satellite images with EfficientUNet

DhanOushodhi - ধান ঔষধি

Dual phase convolutional neural network based system aimed at small rice grain dataset for disease identification. (AAAI-AIAFS 2023). An Android app that detects rice disease from image.

Evaluating The Effectiveness of Capsule Neural Network in Toxic Comment Classification using Pre-trained BERT Embeddings

Automatic Signboard Detection and Localization in Densely Populated Developing Cities

Our proposed method can detect signboards accurately (even if the images contain multiple signboards with diverse shapes and colors in a noisy background) achieving 0.90 mAP (mean average precision) score on SVSO independent test set.

BWriterGuide

A user-friendly Bangla writer web application which will have many options for the user to choose from. This project is funded by ICT Ministry, Bangladesh & part of ICT Innovation Fund.

Say Halal

AST's internal research and development project for a mobile phone app that uses Japanese OCR and a natural language-based classification system.

AUTOSCAN

ARPA - Orthoseg

Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme

This research investigates Zero-Shot Learning (ZSL), and proposes CycleGAN-based image synthesis and accurate label mapping to build a strong association between labels and graphemes.