Automatically download and crop key information from the arxiv daily paper. (cpu version)

Related tags

DownloaderFocusAX
Overview

FocusAX

按关键词筛选arxiv每日最新paper或从arxiv搜索。

  • 自动下载、获取摘要、自动截取文中表格和图片。

安装必要的环境

  • 安装 paddle
# GPU安装
python3 -m pip install paddlepaddle-gpu==2.1.1 -i https://mirror.baidu.com/pypi/simple

# CPU安装
 python3 -m pip install paddlepaddle==2.1.1 -i https://mirror.baidu.com/pypi/simple
  • 安装 Layout-Parser
=2.2"">
pip3 install -U https://paddleocr.bj.bcebos.com/whl/layoutparser-0.0.0-py3-none-any.whl
pip install "paddleocr>=2.2"
  • 按照其他必要的包
pip3 install -r requirements.txt
  • 下载模型权重
  • PubLayNet 下载解压后放置在paperparse目录下。目录结构如下
FocusAX
    - paperparse
        - ppyolov2_r50vd_dcn_365e_publaynet
            - inference.pdiparams
            - inference.pdiparams.info
            - inference.pdmodel
        - ...
    - downloader
        - ...
    - utils
        - ...
    - configs.py
    - focus_daily.py
    - focus_search.py
    - README.py
    - ...

使用教程

  • configs.py :程序参数配置文件
# =============== 网络代理 ================
# proxy = None # 不使用代理
proxy = {"http": "socks5://127.0.0.1:8080", "https": "socks5://127.0.0.1:8080"}
# =============== 保存文件根目录 ================
root_path = "./arxiv"
# =============== DNN模型推理配置信息 ================
threshold = 0.5
enable_mkldnn = True
enforce_cpu = True
thread_num = 4
  • focus_daily.py :按关键字过滤arxiv daily上的文章(仅当日)
if __name__ == '__main__':
    key_words = ['GAN'] # 要包含的关键词
    subject_words = ['ML', 'CV', 'AI']  # 要包含的类别
    start_parse(key_words, subject_words, needPDF=True, needZip=False)
  • focus_search.py :按关键字在arxiv检索
start_parse('Keyword')
  • root_path 目录中将创建新的文件夹保存结果

效果图

每个文件夹中的abs.md文件保留的是当前pdf的介绍,使用Typora等markdown编辑器打开。 image

image

ps:论文排版不规范会导致截图混乱。

其他

Owner
HeoLis
Interesting in generate methods.
HeoLis
A cli tool to download purchased products from the DLsite.

dlsite-downloader A cli tool to download purchased products from the DLsite. How can I use? This program runs with configurations defined at settings.

AcrylicShrimp 9 Dec 23, 2022
YouTube-Video-Downloader - Download Youtube Videos for free.

YouTube-Video-Downloader Download Youtube Videos for free. Installing Dependencies:- Windows pip install pytube Mac/Linux pip3 install pytube Clonin

Xception Inc. 1 Jan 01, 2022
Python youtube playlist downloader

Youtube-Playlist-Downloader-python 👍 This program is a simple Youtube playlist downloader where you input the playlist link, and then the desired pat

Pepczenko 2 Dec 25, 2021
Youtube Downloader Telegram Bot 😉

Youtube Dl bot 😉 Prerequisite ffmpeg install dependencies pip3 install -r requirements.txt Setup Bot - Change configuration config.py File - insta

Aryan Vikash 285 Dec 06, 2022
Youtube Video Downloader Using Python Gui Appliction with progress Bar

Youtube-Video-Downloader Youtube Video Downloader Using Python Gui Appliction with progress Bar Module Used Pytube Tkinter Pil Urllib Bytes Io LICENSE

Community Programmer 6 Dec 19, 2022
A downloader for Cave Story written in Python

Cave Story Downloader This is a downloader for Cave Story written in Python. Thi

Imsad2 2 Feb 16, 2022
Um projeto modesto para baixar vídeos do youtube usando tkinter como gui

Youtube Downloader Um projeto modesto para baixar vídeos do youtube usando tkinter como gui Instalação dos requirements: python3 setup.py ou python se

Sunlyx 2 Nov 25, 2021
An Inline Telegram bot that can download YouTube videos with permanent thumbnail support

Tube (YouTube Downloader) An Inline Telegram bot that can download YouTube videos with permanent thumbnail support About Bot need to be in Inline Mode

Renjith Mangal 30 Dec 14, 2022
This simple Python script allows you to download songs on Telegram🌸❤️😁

SongsDownloaderTgBot 📺 YouTube Song Downloader Bot For Telegram 🔮 3X Fast Telethon Based Bot ⚜ Open Source Bot 👨🏻‍💻 Demo : 𝗔𝗻𝗻𝗶𝗲 - 𝗘𝗹𝗶𝘇?

Sehath Perera 23 Dec 03, 2022
Python/Selenium script to scrape data about university courses

university-courses Python/Selenium script to scrape data about university courses. Script first extracts URLs of each courses homepage, then trawls ea

Sam Brown 1 Feb 02, 2022
Application Updater using an download link

Application-Updater This tool will update your app using an storage link

ExtremeDev 1 Dec 20, 2021
Youtube Downloader GUI

Python Youtube Downloader GUI This is a GUI application that allows you to download videos from Youtube. Features Download videos from Youtube in MP3

Daniel Carrillo 2 Dec 14, 2021
Downloads data from OSM API and uploads it to the mapping sandbox.

OpenStreetMap To Sandbox This is a script to download data from OSM API and upload it to the mapping sandbox. Note that it clears all data in the sand

Ilya Zverev 5 Nov 27, 2022
Python script to download entire campaign images and navigation.

Squidle campaign downloader Python script to download entire campaign images and navigation. usage: squidle_campaign_downloader.py [-h] [--api-token A

Miquel Massot 2 Nov 17, 2021
Python script to download (TCR) genes from IMGT/GENE-DB

IMGTgeneDL 0.1.0 Jamie Heather | CCR @ MGH | 2021 This script provides an alternative way to access TCR and IG genes stored in IMGT/GENE-DB. It's prim

Jamie Heather 1 Mar 30, 2022
Download history data from binance and save to dataframe or csv file

Binance history data downloader Download history data from binance and save to dataframe or csv file

10 Dec 02, 2022
A small distributed download manager to help bypass device-specific bandwidth limitations.

Distributed Download Manager A small distributed download manager to help bypass device-specific bandwidth limitations. Architecture The download mana

Anand Balaji 3 Sep 23, 2022
Downloads state flags from wikipedia for states/regions from all countries

world-state-flags Downloads state flags from wikipedia for states/regions from all countries This data is NOT curated Uses https://github.com/dr5hn/co

João Ribeiro Bezerra 2 Dec 15, 2022
Libretrofuzz - Fuzzy Retroarch thumbnail downloader

Fuzzy Retroarch thumbnail downloader In Retroarch, when you use the manual scann

8 Nov 26, 2022
YouTube-Downloader - YouTube Video Downloader made using python

YouTube-Downloader YouTube Videos Downloder made using python.

Shivam 1 Jan 16, 2022