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Handwritten Digits Recognizer
This is helpful to correctly identify digits from a data-set of tens of thousands of handwritten images. The data files train.csv and test.csv contain gray-scale images of hand drawn digits, from zero through nine.
OMR sheet evalution
OMR sheet evalution code in python by taking the omr image path as a input
Face detection using python
Face detection code in python language made by using face_cascade.xml file. face_cascade.xml is used for making green box around faces.
Eye Detection using python
Eye Detection program made using python with the help of haarcascade_eye.xml. haarcascade_eye.xml is used for making green boxes around eyes.
Image Segmentation using python
Image Segmentation made using python language. Segmenting an image means making border for each object of a image.
Recursive Feature Elimination (RFE)
Recursive Feature Elimination (RFE) is a feature that recursively removes features and builds a model using the remaining attributes and calculates model accuracy.
Principal Component Analysis (PCA)
Principal component analysis is a statistical technique that is used to simplify the model by analyzing the interrelationships among a large number of variables and to explain these variables in terms of a smaller number of variables, with a minimum loss of information.
Upper Confidence Bound (UCB)
Upper Confidence Bound is a code in python for reinforcement learning concept but not to high to learn.
Thompson Sampling code
Thompson Sampling is a code in python for reinforcement learning concept but not to high to learn.