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bert-qa-squad

This work concentrates on comparing & improving BERT based QA models using less Computation and GPU

dl-css

Deep Learning (DL) for Cooperative Spectrum Sensing (CSS) - Research Paper

dog-breed-classifier-incv3

120 Dog Breeds are classified using Transfer Learning from InceptionV3 with ImageNet weights.

expertiza

Expertiza is a web application through which students can submit and peer-review learning objects (articles, code, web sites, etc). The Expertiza project is supported by the National Science Foundation.

facial-affect-analysis-cnns

Tackling facial emotion recognition (FER) tasks using DCNNs, VGG16 and Inception-V3 models

fake-news-awareness-nlp

MultinomialNB, CountVectorizer, PorterStemmer, and nltk are used in combination to build a system for identifying unreliable news articles

fao-crop-analysis-ml

Analyzed FAO Crop data using Machine learning models

finetune-cnn

Automatic Hyperparameter Tuning for CNN Image Classification with Keras Tuner

flask-resnet50-image-recognition

This repository provides implementations for deploying machine learning models using Flask and Streamlit on a server, such as Heroku.

handling-missing-data

The missing data in datasets could be removed or replaced by certain techniques like correlation, regression, mean and median

interactive_stock_analyser

Web application designed to help users view their existing stocks and get future forecasts using machine learning algorithms

kaggle-competition-solutions

Repository consists of my solutions from my Kaggle competitions

ml-algorithms-collection

This GitHub repository contains machine learning models that can be used for practice implementation on a dataset that is publicly accessible.

multi-modal-clickbait-classifier

A multimodal deep learning approach that anticipates the clickbait nature through the text and images uploaded on social media. Text Classifiers + Word Embedding || Image Classifier (VGG Network)

optimization-algorithms

A repository of optimization algorithms implemented in Python & MATLAB for mathematical optimization problems. Algorithms such as Genetic Algorithm, PSO, linear programming, and etc.

poster2genre-cnn

Deep Learning Implementations for Predicting Movie Genres using Poster Images.

signal-processing-and-image-compression

This repository contains implementations of algorithms for signal denoising, decision boundary detection, and image compression, along with techniques for evaluating their performance.

terrain-identification-timeseries

visper

Real-Time Visual Speech and Emotion Recognition (ViSpEr) an end-to-end neural network for the low-resource visual speech and facial emotion recognition task, using 3D CNNs and LSTMs

wearable-device-for-asd-population

IoT module for collection and analysis of physiological signals along with use of Machine Learning for the task of detecting emotions in ASD populations

xai_feature-importance

xray-net

ChestX-ray14-v3 dataset underwent several preprocessing(filtering) techniques, in addition to the fine-tuning of pre-trained models in Imagenet, to classify X-rays of Normal, Pneumonia, and Covid19.