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Mustafa Abdullah Hakkoz's Projects

blink_detection_experiments icon blink_detection_experiments

Experimental notebooks on blink detection problem by analizing it with simple thresholds, timeseries approach and a ml model.

bus_utilization_forecasting icon bus_utilization_forecasting

Predict hourly bus utilization of municipalities. An advanced feature engineering on a time-series data with baseline model and comparison to sequential models.

cse4062s20_grp7 icon cse4062s20_grp7

Data Science / Computer Vision Project: Driver Drowsiness Detection

driver_drowsiness_detection icon driver_drowsiness_detection

Using Image Processing and both classical and brand-new Machine Learning techniques such as SVM, k-NN, XGBoost, and also LSTM; we are trying to predict beforehand the driver's drowsiness and warn him/her by an alert before any crash happened.

lish-moa icon lish-moa

ML Course Term Project: A solution for multilabel classification problem (207 targets) with huge dimensions (876 columns) of a medical dataset.

mips_projects icon mips_projects

A single cycle circuit design with additional instrucitons like JRS, ORI, BGZEAL, SLLV, JMSUB, BALV on ModelSim Simulator is implemented.

object_detection_literature_survey icon object_detection_literature_survey

A report and a presentation aiming to cover foundational papers of object detection literature. Mainly classical approaches, deep learning detectors along with their design tricks are explained by using original papers and web blogs.

text_classification_ml-dl icon text_classification_ml-dl

This is an end-to-end NLP project based on text classification. We have created a real-time web application that takes input text from the user and predicts its diagnosis out of 10 predefined labels.

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