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Snigdha Chillara's Projects

aima-java icon aima-java

Java implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

face_detection_opencv icon face_detection_opencv

Python script which detects the face(s) [blue rectangle] and eyes [green rectangles] with the help of the OpenCV library "cv2", two xml files for cascading the haar like features for the face and the eyes which are loaded in the beginning, and a user-defined function for defining the rectangles.

guide icon guide

A collection of easy-to-understand guides to programming tools

music-genre-classification icon music-genre-classification

Recognizing the genre of music files using machine learning and deep learning models (Course Project for CS 698 - Computational Audio)

object-detection icon object-detection

A python script named "object_detection.py" which with the help of the SSD model, detects about 20 different labelled objects (defined in the VOC_CLASSES dictionary) in a short video. Here it detects a dog bouncing off in a garden, and also few people in the video frames.

smile_detection icon smile_detection

Python script for detecting happiness(smiles) with the help of the xml files for haar like features of face and smiles, and the OpenCV library "cv2"

statistics icon statistics

mean, variance, standard deviations of a given dataset using numpy and pandas

the_complete_assignment_problem icon the_complete_assignment_problem

Assignment problem in Python for balanced minimization, unbalanced minimization, balanced maximization, unbalanced maximization problems

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