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arpit agrawal's Projects

air-painting icon air-painting

Given the real time webcam data, this paint-like python application uses OpenCV library to track an object-of-interest (yellow spoon in my case) and allows the user to draw by moving the object, which makes it both awesome and challenging to draw simple things.

ds_salary_proj icon ds_salary_proj

Repo for the data science salary prediction of the Data Science Project From Scratch video on my youtube

loan_api icon loan_api

create a django and machine learning based web application which tell the user whether their loan is approved or rejected

pytorch-transformer-for-rul-prediction icon pytorch-transformer-for-rul-prediction

Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.

rasa-demo icon rasa-demo

:tiger: Sara - the Rasa Demo Bot: An example of a contextual AI assistant built with the open source Rasa Stack

skill-sample-python-smarthome-sandbox icon skill-sample-python-smarthome-sandbox

This is Alexa skill sample code for showing how several areas of a Smart Home model come together to define and provide endpoint devices using Lambda, IoT Core, DynamoDB, and API Gateway services.

voice-controlled-car icon voice-controlled-car

Build a voice controlled which take voice input from the user. The bot support forward, backward, left, right, stop, solve maze command.

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