Manaliagarwal's repositories

Advanced-Lane-Detection

Homography based IPM. In computer vision, homography is a transformation matrix H when applied on a projective plane maps it to another plane (or image). In the case of Inverse Perspective Mapping (IPM), we want to produce a birds-eye view image of the scene from the front-facing image plane.

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Student-Alcohol-Consumption-Detection-

With the Student Alcohol Consumption data set, we predict high or low alcohol consumption of students.

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Eigen-Faces-fetch_olivetti_faces-

Eigenfaces is an approach to facial recognition based on the overall appearance of a face, not on its particular details. By means of technique that can intercept and reshape the variance present in the image, the reshaped information is treated like the DNA of a face, thus allowing recovery of similar faces (because they have similar variances) in a host of facial images.

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Walmart-Sales-Forcasting

A regression based modeling project to forecast the sales of Walmart

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Binary-Classification

Logistic Regression , Axes-3D

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Cupcakes-vs-Muffins

Classification (Support Vector Machine)

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Iris_flowers-Multi-Classification

Decision Tree Classifier , KNeighbors Classifier , Linear Descriminant Analysis , Gausian NB , Logistic Regression

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Multiclass-Classification

Load_iris Dataset

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Natural-Language-Processing

Creating a Word Cloud using NLP

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Offensive-Language-Detection

In the same time, flames (such as rants, taunts, and squalid phrases) are offensive/abusive phrases which might attack or offend the users for a variety of reasons. An automatic discriminative software with a sensitivity parameter for flame or abusive language detection would be a useful tool.

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Play-Tennis-Prediction-

Predication based on Temperature , Humidity , Outlook , Wind , Day

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Predict-House-Price

Linear Regression

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Predicting-House-Price

When both area and price is given and also when price is not given

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rbf-using-backpropogation

Radial Basis Function (rbf)

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Tumour-Detection

Classification

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Face-Detection-Using-OpenCV

Face detection is a computer vision technology that helps to locate/visualize human faces in digital images. This technique is a specific use case of object detection technology that deals with detecting instances of semantic objects of a certain class (such as humans, buildings or cars) in digital images and videos. With the advent of technology, face detection has gained a lot of importance especially in fields like photography, security, and marketing.

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Human-Activity-Recognition

Activity recognition aims to recognize the actions and goals of one or more agents from a series of observations on the agents' actions and the environmental conditions.

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bigbluebutton

Complete open source web conferencing system.

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