Real-time writing with fingers on Web Camera-Screen

This can be used for quick explanation during office meetings or during online education classes. I have combined my two previous projects: 1. Hand tracking(21 landmark points) 2. Writing on-screen with the pre-identified object (Problem with this was: It was able to write with only previously identified color objects. And that too in …

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Case Study: Car price prediction. Multiple Linear regression solved with the statistical model

car price prediction

The problem is solved with the OLS regression model, REF, VIF, P values. (To clarify: OLS= Ordinary Least Square, RFE = Recursive Feature elimination, VIF= Variance Inflation Factor) Problem Statement and the Data Data consists of various car features such as car name, fuel type, engine type, engine size, car body, car …

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Case Study: Breast Cancer Classification

Predicted if the cancer diagnosis is benign or malignant based on several observations/features. 30 features of tumor are used, examples: – radius (mean of distances from center to points on the perimeter)– texture (standard deviation of gray-scale values) – perimeter – area– smoothness (local variation in radius lengths) – compactness …

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