Akhter Al Amin's repositories
CaptionFileProcessor
This project is based on preparing and cleaning caption files e.g., srt, ass - to simple readable text. Also, this module can align two different texts by using a sliding window and a variant of longest common substring. This project has been developed employing python 3.6.
authentication-module
This is an authentication module that includes single-sign-on features implemented using Django-jwt. This application is ready to deliver user-wise, group-wise and service-wise permission lists, store a service list, authenticate each service id requested by users from different modules, validate token, maintain token life expire time, define accepted email domain of users. Further for managing tasks in a queue-based system, celery has been employed. Finally, this project includes Dockerfile so that it can pluggable into a remote or local server without external installation.
machine-learning
Linear Regression and Feature Engineering, Implementation of Gradient Descent, Sub-gradient Descent, Newton Method, Quasi-Newton Method, LBFGS, Determinig Confidence Interval from Bernouli, Uniform and Normal Distribution,Dimensionality Reduction and Classification.
ableist-bias
List of sentences.
academic-responsive-template
Academic Responsive (AR) Website Template
CaptionOcclusionSeverityEvaluation
Trained YoloV3 using Transfer Learning based on inclusive image dataset(self-annotated) created from live captioned video. The model has been used to identify the salient information region coordinates on the screen followed by the region being overlapped or occluded by captions. A research-based methodological approach has been employed to quantify the level of severity stemmed from this occlusion toward Deaf and Hard of Hearing Viewers.
MemberManagementModule
This module provides the administrative APIs for almost all of Member Management(MM) features. The business rules and configurations of Member Management System (MM, Auth, Contact, Activity) are controlled by MM Admin. MM Admin can now be thought as the entry point for administrative functionalities into the MM System.
BusinessTool
This tool allows users to generate daily, monthly, and yearly financial reports. Also, this tool includes additional features like tracking individual transactions to better understand the status.
DataSocietyAssesment
Write a weather-forecasting application that takes geographic US latitude/longitude values as input and presents the weather from a point in time at the given location(s). Use a language and presentation method of your choice.
django-project-gunicorn
this django project has been integrated with gunicorn, whitenoise
ffmpeg-commands
These are the FFmpeg commands that have been used for modifying, merging, and extracting caption from audio or video files and embedding caption with videos on the fly.
Holistic-Model
Framework of caption evaluation metric published in CHI 2022
image_classification_tensor_2.0
In this project, I have created a neural network that classifies real world images digits. I have used MLP and CNN concepts in building, training, testing, validating and saving your Tensorflow classifier model.
Machine-Learning-1
A collection of Machine Learning algorithms in Python written from scratch.
nlp-specialization-hw
This repository includes all weekly assignments implemented during the NLP-specialization course from Coursera offered by Deeplearning.ai. In these assignments number of NLP algorithms have been implemented Autocorrect, POS tagging, Auto-complete, Word Embedding, Logistic Regression, Naive Bias, Word Translation, N-gram Model, RNN, Word Sequencing.
problem-solving
Solutions to Medium and Hard leetcode problems.
SurveyPsych
Survey Template using JSpsych. And flask api to save the survey responses with wsgi configuration.