Satyajit Ovelil's repositories
Bertelsmann-Arvato_Customer-Segmentation_and_Prediction
Capstone Project for the Data Scientist Nanodegree by Udacity.
darknet
YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )
darts
A python library for easy manipulation and forecasting of time series.
disaster_response_pipeline
This project is part of the Udacity Data Scientist Nanodegree in collaboration with Figure Eight. The project demonstrates development and deployment of ETL and Model Pipelines to classify Disaster Messages into categories.
earthquake_vs_dams
GIS Tutorial for Dummies
Facial_Expression_Recognition
Facial Expression Classifier using CNN models trained on FER2013 dataset, implementation of opencv in face detection and expression recognition using the trained model as well as tutorials regarding the same.
NYC_Electricity_Demand_Forecasting
Electricity Demand Forecasting for NYC using ML & Stats. Demonstrates and gives a glimpse of my capabilities. This project has also been submitted and graded as part of Udacity's Data Scientist Nanodegree program.
SageMaker-Plagiarism_Detection
Udacity's Machine Learning Nanodegree Graded Project. Includes a binary classification neural network model implemented using pytorch as well as an AdaBoostClassifier ensemble model implemented using sklearn used to detect plagiarism. Feature engineering involved containment and longest common subsequence calculation for the text data.
SageMaker-Sentiment_Analysis-WebApp
Udacity's Machine Learning Nanodegree Graded Project. Includes a binary classification neural network model for sentiment analysis of movie reviews and scripts to deploy the trained model to a web app using AWS Lambda.
Udacity-Bikeshare_Project
Udacity's Programming for Data Science with Python Nanodegree Graded Assignment. Also my first dive into Programming with Python.
dash-detr
A User Interface for DETR built with Dash. 100% Python.
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
face-alignment
:fire: 2D and 3D Face alignment library build using pytorch
flatten
Flatten JSON in Python
Lip2Wav
This is the repository containing codes for our CVPR, 2020 paper titled "Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis"
ML-Kaggle-House_Prices
These Jupyter Notebooks include the optional part of the solution to Kaggle Learn's House Prices Competition exercise.
ML_SageMaker_Studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
STGAN-pytorch
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing
ud120-projects
Starter project code for students taking Udacity ud120
Udacity-IntroToMachineLearning-Solutions
Solutions to Udacity's course Intro to Machine Learning (ud-120)
vaex
Out-of-Core DataFrames for Python, ML, visualize and explore big tabular data at a billion rows per second 🚀
Web_Scraping_using_Selenium
Python Script using selenium to scrape www.indiawaterportal.com .