projects

Selected projects in NLP, Computer Vision, and Deep Learning.

NLP

Named Entity Recognition System

Custom neural NER model using Embedding vectors, Bi-LSTM, and CNN on CoNLL2003++ dataset.

Bengali Person Name Extractor

System to extract Bengali person names from sentences using NLP techniques.

Computer Vision

Facial Recognition System

Face recognition system using OpenFace with high accuracy detection and identification.

Image Caption Generator

CNN-LSTM based neural model for image captioning using COCO dataset with ResNet-50 encoder and LSTM decoder.

Person Re-identification

Person re-identification using Siamese Network for tracking across different camera views.

Deep Learning

Face Generator (GANs)

Face generator using Generative Adversarial Networks for synthesizing realistic human faces.

View More Projects on GitHub