Naim Shant's Projects
Automated deep learning algorithms implemented in PyTorch.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
This repository contains the code and data of the paper titled "Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation" published in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16 - November 20, 2020.
Classification of nine Bengali vowels using CNN.
Image Captioning Using Transformer
π A content-based image retrieval (CBIR) system
Graphically Visualizing a Complex System with the Integration of Deep Learning Object Detection and Tracking
A best practice for deep learning project template architecture.
Pytorch Lightning code guideline for conferences
Deep learning project to transform male portraits into female and vice versa
deeplearning.ai , By Andrew Ng, All video link
Collection of Deep Learning Projects in Pytorch.
Draft of the fastai book
Code for the HowTo100M paper
This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to speak out the results using text-to-speech API.
Multi-Modal Transformer for Video Retrieval
Practical Deep Learning System Performance-- Final Project
A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP
Natural Language Processing Tutorial for Deep Learning Researchers
A repository of concepts related to neural networks for NLP
Implementation of papers and other projects
Curated list of project-based tutorials
Deep Learning (with PyTorch)