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Dipta Roy's Projects

carcinoma_classification icon carcinoma_classification

Using Convolutional Neural Network and transfer learning to create an accurate classification model of Invasive Ductal Carcinoma in Histology Images. Then deploying this model into a simple front end.

life_expectancy icon life_expectancy

Using linear regression to predict life expectancy of countries based on several factors. This information can help guide policymakers to create changes to positively affect life expectancies of the people they serve.

movie-industry-analysis icon movie-industry-analysis

Using basic statistical analysis to analyze the movie industry and if it's viable to enter it for a hypothetical company.

online_shopper icon online_shopper

Utilizing various regression classification techniques to predict if a website visitor will make a purchase.

safari_stickerbook icon safari_stickerbook

An image segmentation app that combines the power of YoloV8 and Segment Anything model (SAM)

xray_pneumonia icon xray_pneumonia

Utilizing the power of Convolutional Neural Networks to create an accurate classification of Pneumonia from Lung X-rays.

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