Pinned Repositories
Containers_w_docker_and_cloud
Containerizing application and pushing it to docker hub and subsequently consuming it in AWS ECS.
Custom-K-Nearest-neighbour-classifier
K Nearest neighbor classifier algorithm developed using NumpPy
Flask-App-on-GCP
The project is as implementation of Continuous delivery of Flask application on Google Cloud Platform
Image-captioning-on-flickerdata
Image captioning using deep learning trained and tested using the flicker dataset.
Kaggle-solar-panel-detection
The repository contains the project work for classification for aerial images to identify whether an image contains a solar panel or not.
Logo-detection-with-HOG-and-SVM
Project for classification of annotated logos using the Flickr 27 logo dataset with HOG followed by SVM
Machine-learning
Repository for Machine learning projects
NLP_AutoComplete_Markovchain
Text auto complete algorithm implemented using Markov chain
Serverless-Data-Engineering-Pipeline
Serverless data engineering pipeline on AWS, using S3, DynamoDB, SQS and Lambda functions
Sound_classification_urbansound8k
Classification of Urban sounds using several classification methods, namely SVM, MLP and CNN using MFCC features.
akshaypunwatkar's Repositories
akshaypunwatkar/Sound_classification_urbansound8k
Classification of Urban sounds using several classification methods, namely SVM, MLP and CNN using MFCC features.
akshaypunwatkar/Logo-detection-with-HOG-and-SVM
Project for classification of annotated logos using the Flickr 27 logo dataset with HOG followed by SVM
akshaypunwatkar/Kaggle-solar-panel-detection
The repository contains the project work for classification for aerial images to identify whether an image contains a solar panel or not.
akshaypunwatkar/Containers_w_docker_and_cloud
Containerizing application and pushing it to docker hub and subsequently consuming it in AWS ECS.
akshaypunwatkar/Custom-K-Nearest-neighbour-classifier
K Nearest neighbor classifier algorithm developed using NumpPy
akshaypunwatkar/Flask-App-on-GCP
The project is as implementation of Continuous delivery of Flask application on Google Cloud Platform
akshaypunwatkar/Image-captioning-on-flickerdata
Image captioning using deep learning trained and tested using the flicker dataset.
akshaypunwatkar/Machine-learning
Repository for Machine learning projects
akshaypunwatkar/NLP_AutoComplete_Markovchain
Text auto complete algorithm implemented using Markov chain
akshaypunwatkar/NLP_Part_of_Speech_tagging_Viterbi_HMM
Implementation of Part of speech tagging using Hidden Markov Model and Viterbi algorithm
akshaypunwatkar/NLP_SpellCheck_with_Lev_dist
Spelling check and correction algorithm for a text, using edit distance calculated by Levenshtein distance
akshaypunwatkar/Python
Repository for Python projects
akshaypunwatkar/Sentiment-Analysis-using-VADER-of-Twitter-data
Sentiment analysis of tweets pertaining to 2020 US Presidential candidates using VADER
akshaypunwatkar/tesla_stock_prediction
Predicting Tesla's opening stock price and trading volume using tweets and stock data
akshaypunwatkar/US-Work-visa-analysis-2018
Analysis of H1B visa applications, one of the US Work visa for the year 2018
akshaypunwatkar/Serverless-Data-Engineering-Pipeline
Serverless data engineering pipeline on AWS, using S3, DynamoDB, SQS and Lambda functions
akshaypunwatkar/Caption_assisted_Image_inpainting
Image inpainting with captions
akshaypunwatkar/NLP_Natural_langauge_generation
akshaypunwatkar/Personal_website