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Manyue Zhang's Projects

data-analysis-tool icon data-analysis-tool

Implementation of an automated data analysis tool with Streamlit and Scikit-Learn to analyse data according to user-defined criteria in Python.

face-morphing icon face-morphing

Wir geben zwei Bilder mit menschlichen Gesichtern als Input ein. Nach der Verarbeitung wird das Gesicht von Bild a fließend nach Bild b transformiert

frontend-for-captum icon frontend-for-captum

Based on the papers "Interpretability Beyond Feature Attribution: QuantitativeTestingwithConceptActivationVectors(TCAV)" and Captum's instantiation https://captum.ai/docs/captum_insights, we developed this frontend for the Captum project based on the streamlit framework.

medizin-und-biostatistik icon medizin-und-biostatistik

This is a university project from the Medicine and Biostatistics course. Here are all the scripts that can be used to solve statistical problems

superglue-based-image-analysis icon superglue-based-image-analysis

This project uses the model from the paper SuperGlue: Learning Feature Matching with Graph Neural Networks and builds on it to implement an analysis of the images returned by the Hand-Up Display. In this project, significant results have been achieved on challenging "complex" geometric images.

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