Satyajit Ovelil's Projects
Capstone Project for the Data Scientist Nanodegree by Udacity.
YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )
A python library for easy manipulation and forecasting of time series.
A User Interface for DETR built with Dash. 100% Python.
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
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.
GIS Tutorial for Dummies
This package aims to create a collection of various Indices commonly used to calculate socio-economic performance and vulnerability.
:fire: 2D and 3D Face alignment library build using pytorch
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.
Flatten JSON in Python
tuorial
A robot powered training repository :robot:
This is the repository containing codes for our CVPR, 2020 paper titled "Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis"
These Jupyter Notebooks include the optional part of the solution to Kaggle Learn's House Prices Competition exercise.
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
Cheatsheet for the JavaScript knowledge you will frequently encounter in modern projects.
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.
Python Data Science Handbook: full text in Jupyter Notebooks
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.
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.
Jupyter notebooks from the scikit-learn video series
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing
React App Prototype
a research paper for generative cartoon interpolation