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Bill 's Projects

blockchain icon blockchain

A class group project, realize a blockchian system with python 3.0 and pickledb. Functions are added like mine blocks, add transactions, consensus and get blocks.

deepfake_report icon deepfake_report

Deepfake is controversial, the advent of this technique brings both praise and criticism. From moral perspective, it does pose detrimental effects on personal privacy, whereas from angle of computer vision, deepfake proposes a new method of image fusion and enhancement, which is likely to be utilized in industries of film and journalism. I am going to analyze the history and current situation of deepfake technique then make use of a deepfake software named DeepFaceLab to deploy two groups of experiment. A conclusion will be conducted from experimental results.

fake-news-detection icon fake-news-detection

Fake news detection based on Chinese and English corpus using CNN and four traditional machine learning algorithms.

information_retrieval icon information_retrieval

Brief intro and application(Information Retrieval) of two different python based GUI toolkit: Tkinter and wxPython

nlp icon nlp

Summary of NLP methods and thinking.

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