Discover Skumarr53/Image-Caption-Generation-using-Fastai Open Source

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Skumarr53

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Implemented image caption generation method propossed in Show, Attend, and Tell paper using the Fastai framework to describe the content of images. Achieved 24 BLEU score for Beam search size of 5. Designed a Web application for model deployment using the Flask framework.

Stock-Fundamental-data-scraping-and-analysis

Project on building a web crawler to collect the fundamentals of the stock and review their performance in one go

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Attention-is-All-you-Need-PyTorch

Repo has PyTorch implementation "Attention is All you Need - Transformers" paper for Machine Translation from French queries to English.

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Principal-Component-Analysis-testing-on-Image-data

This project involves application of PCA technique on image data and assessing its performance in terms of information retention and compressibility.

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Used-Car-Price-Prediction

This project is about helping buyers to make an informed purchase by predicting the price of used cars. Gradient Boosting Regressor turns out to be the best model with a Mean Squared Logarithmic Error (MSLE) of 0.033. Designed an interactive Web application for model deployment using the Flask framework and Hosted on AWS using Elastic Beanstalk service via Docker image.

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