onurboyar/Retinal-Vessel-Segmentation

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onurboyar/Retinal-Vessel-Segmentation

onurboyar

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Retinal Vessel Segmentation using U-Net architecture. DRIVE and STARE datasets are used.

AnomalyDetection

Anomaly Detection with Multiple Techniques using KDDCUP'99 Dataset

Jupyter Notebook

SketchBasedFaceRecognition

Sketch based face recognition using AR and CUHK datasets. CNN and HoG methods are compared. Different augmentation techniques are applied due to limited data size.

Jupyter Notebook

AlgorithmicTrading

Different approaches to Trend Following strategy using R's quantstrat package.

VarRedOpt

An R Library published on CRAN for variance reduction algorithms.

lca-lsbo

bayes-opt-medical-img

Jupyter Notebook

NaturalLanguageProcessing

Applications of Embeddings, Machine Translation and Spam Text Classification.

Jupyter Notebook

inzva-appliedAI-2021-1

Notebooks from the lecture I have given at inzva Applied AI program.

Jupyter Notebook