Adaptive foreground-background segmentation using Gaussian Mixture Models (GMMs)
segmentation background-subtraction udacity-machine-learning-nanodegree mlnd foreground-segmentation mlnd-capstone foreground-background
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mlnd-capstone
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This project explores a deep reinforcement learning technique to train an agent to play atari pong game from OpenAI Gym. OpenAI Gym is a toolkit to develop and compare reinforcement learning algorithms. The learning agent takes raw pixels from the atari emulator and predicts an action that is fed back into the emulator via OpenAI interface. The …
reinforcement-learning deep-reinforcement-learning dqn udacity-machine-learning-nanodegree mlnd-capstone
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Personal capstone project for Udacity's Machine Learning Nanodegree (MLND).
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Capstone Project for Udacity Machine Learning Nanodegree
machine-learning udacity deep-learning ipython-notebook capstone dropout transfer-learning vgg16 iceberg image-augmentation k-fold keras-tensorflow sgd-optimizer mlnd-capstone iceberg-classifier
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Capstone project for the Udacity MLND on the prediction of customer acquisition based on regional demographics and customer attributes. With the help of supervised and unsupervised learning techniques.
machine-learning udacity udacity-course python3 xgboost pca lightgbm bayesian-optimization udacity-machine-learning-nanodegree capstoneproject xgboost-algorithm k-means-clustering customer-segmentation capstone-project mlnd-capstone bertelsmann arvato
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