sissykosm/a-star-search-navigation

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Created over 5 years ago
Updated over 5 years ago

sissykosm/a-star-search-navigation

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GN-ODE-SIR

GNN based on Neural ODEs with application to epidemic spreading using the SIR model.

voice-recognition-hmm-rnn

System for voice processing and recognition, especially for isolated digits in English. Recognition is done with Gaussian Mixture Models – Hidden Markov Models and also a Recurrent Neural Network is implemented with Pytorch.

Jupyter Notebook

transformer-pssp

Protein secondary prediction solved as an machine translation problem with the Transformer architecture.

interest-detection-extraction

Interest points detection and features (edges, corners, blobs) extraction in images.

optical-digit-recognition

System for visual digit recognition. Data come from US Postal Service (handwritten and scanned) and are digits from 0-9. Euclidean distance classifier is created in the principles of scikit-learn. Ensembling is also used, such us other known classifiers in scikit-learn.

Jupyter Notebook

music-genre-sentiment-analysis

Jupyter Notebook

face-tracking

Face tracking using visual optical flow and Lucas Kanade method.

NTUA-Artificial-Intelligence-Prolog