Vinay's repositories
mask-classification
Practice notebooks used for training a mask classifier using fastai
mask-detection-api
REST API service to expose deep learning model to detect faces and return count of faces with masks, without masks and masks worn incorrectly. Made using Django.
car-health-score
Associate health scores for cars based on surface damage; Trained a car damage segmentation model using Detectron2 and deployed the model as a REST API on GCP
eureka-bot
This repo consists a FastAPI server, Flutter app and Motor controller which are used to control a 4 wheeler car. End goal is it make the car move autonomously avoiding collisions.
statista_scraper
Scraper for Statista (http://statista.com/) - Inforgraphics with headline and body
api-python
Python client library to access Data Commons
Computer-Vision-UCF
My course material
course-v3
The 3rd edition of course.fast.ai
course-v4
Pre-release of v4 of course.fast.ai
data-structures-and-algorithms
Assignment solutions from the Master Algorithmic Programming Techniques Specialization that was created by UC San Diego and delivered through Coursera.
datasets
π€ Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas
fastai
The fastai deep learning library, plus lessons and tutorials
fastbook
The fastai book, published as Jupyter Notebooks
home-motor-automation
Analyze and predict motor turn-on and turn-off times from home motor running data, collected from Raspberry Pi.
maze-solver
Developed RL algorithms like Q-Learning, Monte Carlo, and Deep Q-Network from scratch and applied them to custom maze environment
ml-from-scratch
Learning Algorithms Written From Scratch(Almost) using Python - Numpy
v4
Fourth iteration of my personal website built with Gatsby
vinaykudari.github.io
Portfolio site