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Ujjwel Balwal's Projects

edge-ai-theory icon edge-ai-theory

My reference notes as I learn AI on the Edge from Intel AI challenge

gradient-descent icon gradient-descent

The dataset represents distance cycled vs calories burned. Python code creates the line of best fit (linear regression) via gradient descent to predict the mapping.

image-denoising icon image-denoising

A small project to learn the concept behind autoencoders and how they can be used for denoising images without supervised learning

image-upscaler icon image-upscaler

#Weekend_Project : Image upscaling using autoencoder. Trained on a dataset of cars.

neural-network-visualizer icon neural-network-visualizer

#Weekend_Project: Neural Network Visualizer web application using Streamlit, a simple model server using Keras and Flask.

sentiment-anlysis icon sentiment-anlysis

Twitter Sentiment Analyzer in just 14 lines of Python. It will be able to search twitter for a list of tweets about any topic we want, then analyze each tweet to see how positive or negative it's emotion is.

zeros icon zeros

Fully functional x86 Kernel from scratch (Under Development)

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