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Shuheng Liu's Projects

996.icu icon 996.icu

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

characters-recognition icon characters-recognition

This project is supposed to be my bachelor graduation design—Recognition of Handwritten English Characters. The task is so trivial that I do not see any point in making this repo private.

coplay icon coplay

Synchronizing video play between two peers.

dcgan-for-citrus-canker-detection icon dcgan-for-citrus-canker-detection

Custom made variant of DCGAN; added Mute Layers (as opposed to Dropout) for better performance with citrus canker image classification tasks.

deepin-wine icon deepin-wine

deepin-wine环境与应用在Mint/Ubuntu/Debian上的移植仓库

doc2vec icon doc2vec

Python scripts for training/testing paragraph vectors

emnist icon emnist

A project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.

fake-news-detection-pipeline icon fake-news-detection-pipeline

Pipeline for detecting fake news, covering data ingestion, doc embedding, classifier hypertuning & model ensembling. Quick walkthrough available in README. Execution logs on my FloydHub page.

fake-news-group2-project icon fake-news-group2-project

Permanently migrated to https://github.com/Johnny-Wish/fake-news-detection-pipeline. A pipeline for detecting fake news. Covers processes of data ingestion, document embeddings, classifier hypertuning, and model ensembing.

falter-detection-via-video-input icon falter-detection-via-video-input

Falter detection with computer vision techniques: Implemented naive background deduction, object tracking, and basic ML. GUI video streaming available

filemanager icon filemanager

File manager with both GUI & CLI interfaces. Supported file operations include copying, moving, renaming, opening, encrypting, decrypting, zipping and unzipping

floydhub-tutorial icon floydhub-tutorial

FloydHub tutorial for students enrolled in Deep Learning Advanced Course with GEC Academy

gan-metrics icon gan-metrics

tools for evaluating and comparing performances of GAN performances w.r.t. different metrics; metric evolution at each epoch supported

glow icon glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

ijava icon ijava

A Jupyter kernel for executing Java code.

leetcode-js icon leetcode-js

Solutions (in javascript) to leetcode problems, each beating 90+% (many 95+%) in terms of time complexity

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