Dipta Roy's repositories
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.
safari_stickerbook
An image segmentation app that combines the power of YoloV8 and Segment Anything model (SAM)
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
Using basic statistical analysis to analyze the movie industry and if it's viable to enter it for a hypothetical company.
online_shopper
Utilizing various regression classification techniques to predict if a website visitor will make a purchase.
xray_pneumonia
Utilizing the power of Convolutional Neural Networks to create an accurate classification of Pneumonia from Lung X-rays.
pandas_exercises
Practice your pandas skills!