TF-ID

Tool for recognizing tables and figures in academic literature

CommonProductProductivityAcademic literatureObject detection

TF-ID is an object detection model series created by Yifei Hu for extracting tables and figures from academic papers. These models are fine-tuned based on the microsoft/Florence-2 checkpoint, offering versions with or without title text. Their aim is to enhance the accessibility and processing efficiency of information in academic literature.

Extract tables and figures from academic papers
Provide versions with and without title text
Fine-tuned from the microsoft/Florence-2 model checkpoint
Supports custom model training
Open-source model weights and annotated datasets
Detailed training and usage guides provided

TF-ID is primarily designed for researchers and scholars who need to process a large volume of academic papers
especially those who require automated extraction of tables and figures from literature. It saves time in manually searching and organizing data
thereby improving research efficiency.

Researchers use TF-ID to automatically extract experimental result tables from academic papers.
Scholars utilize the TF-ID model to analyze chart data from historical literature.
Educational institutions adopt TF-ID to assist students in quickly obtaining statistical information from literature.

Clone the TF-ID GitHub repository locally.
Download and prepare the required datasets and annotation files.
Place the annotated files and image files in the specified directory as required.
Use the provided scripts to convert the dataset into the required format.
Launch model training using the Accelerate tool.

Visit

TF-ID Visit Over Time

Monthly Visits

499904316

Bounce Rate

37.31%

Page per Visit

5.8

Visit Duration

00:06:52

TF-ID Visit Trend

TF-ID Visit Geography

TF-ID Traffic Sources

TF-ID Alternatives

Blaze SQL — An AI-powered SQL chatbot that quickly generates data insights.

Productivity•Data Analysis•Artificial Intelligence

DaxzyGPT — An AI reply plugin designed for Airbnb hosts

Productivity•Airbnb•Host tools

FastAgency — An efficient platform for rapid AI model development and deployment.

Programming•Model Deployment•Automation

Copilot in Excel — Copilot in Excel: Unlocking data-driven decision-making.

Productivity•Data Analysis•Automation

Genspark Autopilot Agent — Handles tasks autonomously, continuing even when the page is closed.

Productivity•Automation•Intelligent Agent

echodocs.ai — AI-driven document tool that enhances knowledge management efficiency.

Productivity•AI Transcription•Document Generation

Cavela — The world's first virtual sourcing agent connecting a global network of manufacturers.

Business•Sourcing Agent•Global Supply Chain

PresentationGen — A SpringBoot Web application that utilizes large language models to generate PPT files.

Productivity•Automation•Presentation

Shire — An AI programming agent language that facilitates communication between large language models (LLMs) and integrated development environments (IDEs) for automated programming.

Programming•AI Programming•Automation

finegrain-object-cutter — Fine-grained object cutting tool for precise image editing.

Image•Image Editing•Machine Learning

Fine AI Coding Workflows — Leverage AI to automate development processes and enhance development efficiency.

Programming•Automation•Development Tools

Keak — An AI-driven website optimization tool that continuously enhances user experience and conversion rates.

InternationalSelection•AI Optimization•Website Testing

PromptChainer — A free and fast prompt chain generator

Productivity•Artificial Intelligence•Automation

SEOPulser — Automatically generate SEO-optimized articles to boost website traffic.

InternationalSelection•SEO•Content Generation

Indigo AI — AI Assistant for Enhanced Work Efficiency

Productivity•Efficiency•Workflow

Insight Pipeline — Automated customer research for deeper insights

Business•Customer Research•Automation

WechatFerry — A customizable, powerful, fast, open-source WeChat bot framework.

Programming•WeChat bot•Automation

Patched — An open-source workflow automation framework for code review, documentation, and patch management.

InternationalSelection•Automation•Development Tools

126

FinFloh — An automated accounts receivable management software that enhances corporate cash flow.

Business•Accounts Receivable•Automation

FinFloh Credit Hub AI — A comprehensive B2B credit decision-making solution

Business•Credit Decision Making•Automation

muAgent — An innovative agent framework driven by a knowledge graph engine.

Programming•Agent Framework•Knowledge Graph

AutoShorts.ai — An entirely automated AI video creation platform that makes it easy to build faceless video channels.

Video•AI Video Generation•Automation

222

docai — Extract structured information from documents

Productivity•Document Processing•Information Extraction

GenAgent — Building collaborative AI systems and automating workflow generation.

Programming•AI Systems•Automation

Svd Keyframe Interpolation — An animation tool utilizing SVD technology for keyframe interpolation.

Image•Animation•Keyframe Interpolation

Re.video — An open-source video editing framework that supports automated video workflows.

Video•Video Editing•Automation

Best AI Websites & Tools