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Vinay's Projects

awesome icon awesome

:sunglasses: Curated list of awesome lists

car-health-score icon 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

data-structures-and-algorithms icon 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 icon datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

eureka-bot icon 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.

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

fiit icon fiit

Chatbot which helps you to find your lost stuff :)

hacking-datascience icon hacking-datascience

Notebooks and design assets related to my publication 'hacking-datascience' on Medium.

home-motor-automation icon home-motor-automation

Analyze and predict motor turn-on and turn-off times from home motor running data, collected from Raspberry Pi.

leetcode icon leetcode

Python solutions for leetcode problems, organized by on question number bins and concept's tagged by commit message

manitext icon manitext

Framework to manipulate text on infographic images

mask-detection-api icon 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.

maze-solver icon 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 icon ml-from-scratch

Learning Algorithms Written From Scratch(Almost) using Python - Numpy

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