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awesome-ai4lam
A list of awesome AI in libraries, archives, and museum collections from around the world 🕶️
https://github.com/AI4LAM/awesome-ai4lam
- AI4LAM
- Elements of AI
- Introduction to AI for GLAM
- AI Guide by the AI Pedagogy Project
- Slides from FF23 workshop on _Intro to AI for GLAM_ - ai-ff2023)
- Machine Learning 101
- Codecademy AI Courses - fee
- Introduction to Deep Learning
- Dive into Deep Learning
- A Collection of AI Demos to Discover and Explore
- DeepLearning.AI Short Courses
- Introduction to Hugging Face
- A Gentle Introduction to Computer Vision
- Computer Vision for Heritage Collections - language 2 hr workshop designed to introduce computer vision applications to cultural heritage professionals
- Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification - part intro by the Programming Historian
- A Code-First Introduction to NLP
- NLP course
- NLP accelerated class
- Overview of deep learning techniques applied to NLP (2018)
- Deep Learning for NLP
- Hands-on NLTK Tutorial
- NLP in Python - Quickstart Guide
- Deep Learning for NLP With Pytorch
- A Very Gentle Introduction to LLMs without the Hype
- What are large language models (LLMs)?
- A brief introduction to GenAI
- Generative AI for Everyone
- What Is ChatGPT Doing … and Why Does It Work?
- The Map Of Transformers
- The Illustrated Transformer
- Introduction to Generative AI
- Generative AI for Beginners - A Course
- Understanding LLMs – A Transformative Reading List
- Large Language Model Course
- A Generative AI Primer
- AI4LAM YouTube channel
- CENL "AI in Libraries" network group
- Awesome Computer Vision
- Awesome Deep Learning for Natural Language Processing (NLP)
- Awesome Deep Learning
- Awesome Deep Learning Resources
- Awesome Deep Vision
- Awesome Document Understanding
- Awesome Generative AI
- Awesome Image Classification
- Awesome Jupyter GLAM
- Awesome LLM
- Awesome Machine Learning
- Awesome Machine Learning & Deep Learning Tutorials
- Awesome Natural Language Generation
- Awesome NLP
- Awesome Production Machine Learning
- Awesome Software Engineering for Machine Learning
- Awesome Visual Transformer
- Awesome XAI
- The NLP Index
- Arkindex - source platform for managing & processing collections of digitized documents
- Callico - source web platform for document annotation
- Coconut Libtool - based textual analysis tool designed to assist social scientists, librarians, or anyone in data analysis
- Distributed Annotation 'n' Enrichment (DANE) - clariah), Norway)
- HTRFLOW demo - National-Archives-AI-lab/htrflow_app) – explore AI models for Handwritten Text Recogntion (Swedish National Archives)
- Label Studio - tune LLMs, prepare training data, or validate AI models
- OCR correction
- Surya - level text detection
- Text models from the National Library of Sweden
- Transkribus
- Acoustic models from the National Library of Sweden
- Annotorious
- Audiovisual Metadata Platform (AMP)
- CAMPI - Aided Metadata Generation for Photo archives Initiative (Carnegie Mellonw U., USA)
- ELAN
- inaFaceAnalyzer - based description of gender representation in media (Institut National de l'Audiovisuel, France)
- Newspaper Navigator
- Oodi
- ReTV
- VGG Image Annotator
- Annif - tutorial) – tool for automated subject indexing and classification (National Library of Finland)
- GallicaPix
- GallicaSNOOP - scale content-based image retrieval (Bibliothèque nationale de France)
- Maken Similarity Service
- Semantic search for Nasjonalmuseet’s online collection
- VGG Text Search (VTS) Engine - defined image set
- BERTopic - TF-IDF
- Chatbot for Luxembourgish newspapers
- Norwegian Transformer Model (NoTraM)
- Swedish BERT
- Visual AI - world interpretable visual transformer (UK)
- Full-text search for "handwritten text recognition"
- Full-text search for "optical text recognition"
- Datasets tagged "summarization"
- Datasets tagged "feature extraction"
- Datasets tagged "image classification"
- Datasets tagged "video classification"
- Datasets tagged "text classification"
- Datasets tagged "audio classification"
- Gensim datasets
- HTR datasets in Zenodo
- HTR-United
- Kaggle datasets
- nlp-datasets
- Open Library data dumps
- Open data collections from the National Library of Scotland
- Registry of Open Data on AWS
- Inventory of NARA Artificial Intelligence (AI) Use Cases - the US National Archives and Records Administration (NARA)'s inventory of AI use cases
- List of Artificial Intelligence (AI) initiatives in museums
- Projects in AI Registry (PAIR)
- Argilla prompt-collective
- BigLAM
- Living with Machines
- Machine Learning with Archive Collections
- Nasjonalbiblioteket AI Lab
- KBLab
- Vatican Manuscripts
- PleIAs
- ACM TechBrief on Generative AI, by the ACM Technology Policy Council
- Canadian Government _Principles for responsible, trustworthy and privacy-protective generative AI technologies_
- IFLA Statement on Libraries and Artificial Intelligence
- US Government _Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence_
- A cluster analysis of national AI strategies
- A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States
- AI Governance Alliance: Briefing Paper Series
- AI policies across the globe: Implications and recommendations for libraries
- Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI - 1, 2020
- What ethics do I need to consider when using AI?
- Responsible AI in Libraries and Archives - IMLS funded project to produce tools and strategies that support responsible use of AI in the field (2022-2025)
- A Comprehensive AI Policy Education Framework for University Teaching and Learning
- A Framework for U.S. AI Governance: Creating a Safe and Thriving AI Sector - group-releases-white-papers-governance-ai-1211).)
- LC Labs Artificial Intelligence Planning Framework
- Planification de projets IA dans les GLAM
- conferences tracker Google sheet
- BitCurator Forum
- IIPC General Assembly & Web Archiving Conference
- Digital Library Federation (DLF) 2024 Forum
- International Conference on Document Analysis and Recognition (ICDAR) 2024
- International Conference on Digital Preservation (iPRES) 2024
- Fantastic Futures 2024
- ai4Libraries Conference
- Fantastic Futures 2018
- Fantastic Futures 2019
- Fantastic Futures 2021
- Fantastic Futures 2022
- ai4Libraries Conference
- Fantastic Futures 2023
- Fantastic Futures 2024
- AI & Society
- AI Magazine
- Archival Science
- Big Data & Society
- Critical AI
- Digital Humanities Quarterly
- Digital Scholarship in the Humanities
- International Journal on Digital Libraries
- Journal of Academic Librarianship
- Journal of Cultural Analytics
- Journal of Documentation
- Journal of Librarianship and Information Science
- Journal of Open Humanities Data
- Journal of the Association for Information Science and Technology
- Journal on Computing and Cultural Heritage
- Library Hi Tech
- Library Resources & Technical Services
- Literary and Linguistic Computing
- Social Science Computer Review
- World Digital Libraries – An International Journal
- ARL Day in Review
- https://ai4lam.org
- Creative Commons CC0 1.0 Universal license
Programming Languages
Keywords
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