Final project in KAIST AI class

MLP-Mixer based Multi-modal image-text retrieval Image: Original image is cropped with 16 x 16 patch size without overlap. Then, it is reshaped to (batch, (hxw), (patch x patch x channel)). Text: Also, original text is tokenized and embedded with BERT-based approach (BERT-base-uncased). Data processing: When we train our model, we randomly samples(50 %) reports to make the matched- and un-matched image-text set.Basically, matched and un-matched set is classified with label information using chexpert labeler, we consider unmatched set when randomly […]

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Transform a Google Drive server into a VFX pipeline ready server

About The Project Quick tutorial to setup a Google Drive Server for multiple machines access, and VFX Pipeline on Windows Setup Server It’s important to assign a similar letter on every machine at every Google Drive File Stream fresh install, otherwise directories will be broken Tick Stream Files (Default Option) Copy the .config folder to Z:/My Drive/ and make it Available offline by Right Cliking, Offline access > Available offline to ensure an access to the files even if the […]

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PaperRobot: a paper crawler that can quickly download numerous papers, facilitating paper studying and management

PaperRobot 是一个论文抓取工具,可以快速批量下载大量论文,方便后期进行持续的论文管理与学习。 PaperRobot通过多个接口抓取论文,目前抓取成功率维持在90%以上。通过配置Config文件,可以抓取任意计算机领域相关会议的论文。 Installation git clone https://github.com/mo-xiaoxi/PaperRobot.git sudo pip3 install -r requirements.txt Python version: Python 3 (>=3.7). Why build this tool? 通过这个工具可以构建自己的论文数据库。具体参考:如何建立独属于你自己的论文数据库 一个方便的论文调研工具: Secpaper. 论文调研必备! 提取论文的摘要,自动翻译推送整理一些会议的研究简报,可以快速地过一下每个会议论文的内容,感兴趣的再阅读对应的pdf。 对会议研究热点、作者变化等等进行归类与整理。 如Computer Science Rankings. Usage

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A simple script for generating screenshots with Vapoursynth

A simple script for generating screenshots with Vapoursynth. About I’m lazy, and hate changing variables for each batch of screenshots I create. This script accepts input from the command line and generates screenshots using ScreenGen from the awsmfunc Vapoursynth script. Included is a PowerShell wrapper script (all platforms) to make entering CLI arguments easier. Vapoursynth parses arguments from the global dictionary (so no argparse), which is pretty tedious to type. The PowerShell script gives you tab complete functionality and more […]

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An Auto-Grinding bot made for Pokemeow. Efficient but not many features yet

This is an Auto-Grinding bot made for Pokemeow. Efficient but not many features yet. Supported features This bot can currently handle : Hunting Encounter then use a ball depending on the rarity of the Pokemon. Stops if a captcha appears then continue after the captcha has been solved. Logs elapsed time, encounters and catches. Upcoming Features Fishing Handling Eggs Auto-Buy Balls Captcha Notifier Captcha Solver Installating On your PC Install Python 3.8 or higher. Download this repo then unzip it. […]

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Agile SVG maker for python

Need to draw hundreds of frames for a GIF? Need to change the style of all pictures in a PPT? Need to draw similar images with different parameters? Try ASVG! Under construction, not so agile yet… Basically aimed at academic illustrations. Simple Example

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Itchio Downloader Tool with python

Install pip install git+https://github.com/emersont1/itchio Download All Games in library from account python -m itchio.downloader This uses the same API the itchio app uses to download the files. If you have 2FA enabled, generate an API key here and run the following instead python -m itchio.downloader –api-key=KEYHERE Add All Games in a bundle to your library python -m itchio.downloader This is a bit of a bodge, but it works. It essentially    

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A multi-password‌ cracking tool that can help you hack facebook accounts very quickly

This is a multi-password‌ cracking tool that can help you hack facebook accounts very quickly. Installation On Termux $ apt update $ apt upgrade $ pkg install git $ pkg install python $ pkg install python2 $ pip2 install requests $ pip2 install mechanize $ git clone https://github.com/RedHackkErR/FbCracker.git $ cd FbCracker $ ls $ chmod +x * $ python2 RedTool.py Tool Installation successful Username –    

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Powered by the Will?: Themes in online discussions of Fitness

This repo includes tools for Subreddit analysis, originally developed for our class project of PSYC 626 in USC, titled “Powered by the Will?: Themes in online discussions of Fitness”. Installation and Requirements You need to use Python 3.9, R 4.1.0 and git basically to run the scripts provided in this repo. For Ubuntu, to install essential dependencies: sudo apt update sudo apt install git python3.9 python3-pip pip3 install virtualenv Now clone this repo: git clone https://github.com/gchochla/subreddit-analysis cd subreddit-analysis Create and […]

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CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation

Introduction Unsupervised domain adaptation (UDA) aims to transfer knowledge learned from a labeled source domain to a different unlabeled target domain. Most existing UDA methods focus on learning domain-invariant feature representation, either from the domain level or category level, using convolution neural networks (CNNs)-based frameworks. With the success of Transformer in various tasks, we find that the cross-attention in Transformer is robust to the noisy input pairs for better feature alignment, thus in this paper Transformer is adopted for the […]

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