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coindetection

This is a set of two examples using OpenCV to detect coins from two images

dragandcropopencv

Crop an image using OpenCV

erosiondilation

Morphology techniques of erosion and dilation implemented from scratch with structuring element from OpenCV

gan-source-separation

Uses a generative adversarial network (GAN) to separate the vocals of a musical audio file (.wav) from the background. This was built using Keras

keras-neural-net-sample

Neural Network custom example adapted from "Building Deep Learning Applications with Keras 2.0" (Course on LinkedIn Learning)

keyidentification

Using Machine Learning/Deep Learning techniques to identify the musical key of a song. Uses GiantSteps dataset with .wav files

kruskalcplusplus

Implementation of Kruskal's algorithm in C++

learningpythonbookpractice

markoff-decisionprocess-analysis

Analyzing the effects of MDPs on different domains

mnist-practice-

music-century-prediction

Predicting whether a song was initially released before the year 2000 strictly using metadata collected from the Spotify API. The graphics under Results display the effectiveness of different algorithms such as those of a Neural Network, Decision Tree with cost complexity pruning, Support Vector Machine, K-Nearest Neighbor algorithm, and variations of these.

music-energy-prediction

optimization-algorithm-analysis

sketchpass

titanic---logistic-regression-practice

twitter_user_sentiment_analysis

ul-dr-spotify-housing

Unsupervised Learning and Dimensionality Reduction - Spotify Data/Housing Data