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Johanna Wild

@johannawild.bsky.social
5.2K followers 152 following 41 posts

Open Source Research and Public Interest Technology at Bellingcat | Bellingcat's Online Open Source Investigation Toolkit: bellingcat.gitbook.io/toolkit

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Johanna Wild @johannawild.bsky.social · 11/09/2026
Does your employer offer a training budget you haven't used yet this year? We at Bellingcat are starting our workshop season with a fresh list of webinars. Topics include advanced satellite imagery techniques, tracking organised crime and many more. Full workshop list: www.bellingcat.com/workshops/
bellingcat.com
Workshops Archive - bellingcat
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Johanna Wild @johannawild.bsky.social · 10/04/2026
The @journalismfestival.com is right around the corner. As always, the 2026 programme includes a range of sessions that are particularly relevant for (aspiring) open source researchers. Here is an overview of sessions you shouldn’t miss: t1p.de/mod4u. Most sessions are also live-streamed.
t1p.de
IJF Open Source Research Panels
A list of Open Source Research related panels from the International Journalism Festival in Perugia (in English and only if a recording is available) 2026 Craig Silverman: The best free or cheap digital investigative/OSINT tools to use right now https://www.journalismfestival.com/programme/2...
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Johanna Wild @johannawild.bsky.social · 19/03/2026
Grep allows users to search the contents of public GitHub repositories. Sometimes, you may find e-mail addresses or other interesting snippets of information hidden within code. Learn more in @bellingcat.com's Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
Grep.app | Bellingcat's Online Investigation Toolkit
grep.app is a free web-based search engine that allows users to search the contents of public GitHub repositories.
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Johanna Wild @johannawild.bsky.social · 17/03/2026
Urlscan lets you analyse suspicious websites without directly interacting with them. You can also use the tool to look into signals that potentially connect individual sites to coordinated networks. Learn more in @bellingcat.com's Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more...
urlscan.io
URL and website scanner - urlscan.io
urlscan.io - Website scanner for suspicious and malicious URLs
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Reposted by Johanna Wild
Giancarlo Fiorella @giancarlofiorella.bsky.social · 16/03/2026
Ollie Ballinger (not on Bluesky) has created a method to detect building damage in Iran using open source radar imagery, in light of satellite image companies restricting access to images from the country. The method is described in this peer-reviewed paper: t.co/OAXynsosnt
A screenshot from X from Ollie Ballinger talking about a tool to detect building damage in Iran using open source radar images.
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Johanna Wild @johannawild.bsky.social · 28/11/2025
The World Database on Protected and Conserved Areas is a comprehensive global database of marine and terrestrial protected areas. We just added it to @bellingcat.com's Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
World Database on Protected and Conserved Areas | Bellingcat's Online Investigation Toolkit
A comprehensive global database on terrestrial and marine protected areas.
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Nieman Reports @niemanreports.org · 26/11/2025
💬 Lessons from Building an Online Toolkit to Aid Open-Source Investigations Publicly available sources can be a tool for all journalists, writes @johannawild.bsky.social of @bellingcat.com. niemanreports.org/osint-open-s...
niemanreports.org
Lessons from Building an Online Toolkit to Aid Open-Source Investigations - Nieman Reports
Publicly available sources can be a tool for all journalists, writes Johanna Wild, an open source researcher for Bellingcat.
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Nieman Reports @niemanreports.org · 10/11/2025
Publicly available sources to aid open-source investigations can be a tool for all journalists, writes @johannawild.bsky.social of @bellingcat.com ⬇️ niemanreports.org/osint-open-s...
niemanreports.org
Lessons from Building an Online Toolkit to Aid Open-Source Investigations - Nieman Reports
Publicly available sources can be a tool for all journalists, writes Johanna Wild, an open source researcher for Bellingcat.
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Johanna Wild @johannawild.bsky.social · 04/11/2025
Face Comparison by ToolPie is one of several tools that allows researchers to compare faces. We don’t know who is behind this tool, so please consider carefully whether you want to use it. Bonny Albo tested it for @bellingcat.com's Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
Face Comparison by ToolPie | Bellingcat's Online Investigation Toolkit
Compares two human face photos to determine similarity.
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Johanna Wild @johannawild.bsky.social · 31/10/2025
PublicWWW is a source code search engine. Open source researchers can use it to identify possible links between different websites. Learn more in @bellingcat.com's Online Investigation Toolkit. bellingcat.gitbook.io/toolkit/more... #OpenSourceResearch
bellingcat.gitbook.io
PublicWWW | Bellingcat's Online Investigation Toolkit
PublicWWW is a source code search engine that allows you to search for any alphanumeric snippet, signature, or keyword within the HTML, JavaScript, and CSS code of millions of web pages.
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Bellingcat @bellingcat.com · 24/09/2025
Our new and improved Bellingcat Toolkit is one-year-old today! If you haven't used it yet its a one-stop shop for discovering useful open source tools, maintained by an amazing group of volunteers. You can find use cases, guidance and honest reviews for each tool. bellingcat.gitbook.io/toolkit
bellingcat.gitbook.io
Home | Bellingcat's Online Investigation Toolkit
A toolkit for open source researchers
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Johanna Wild @johannawild.bsky.social · 29/07/2025
What3words is a geocode system which identifies any location on the surface of the earth to a resolution of 3 metres. You don’t need to use it yourself but open source researchers should be aware of its existence. Learn more in @bellingcat.com's Toolkit: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
what3words | Bellingcat's Online Investigation Toolkit
A proprietary geocode system which identifies any location on the surface of the earth to a resolution of 3 metres. The identifier is a unique combination of three words, available in 60 languagues.
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Johanna Wild @johannawild.bsky.social · 22/07/2025
Do you already know Navtex? It’s a historical database providing warnings and maritime safety information to ships. It can also be useful for open source researchers. Learn more about the site in @bellingcat.com's Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
Navtex | Bellingcat's Online Investigation Toolkit
A historical database providing vital navigational and meteorological warnings, forecasts, and urgent maritime safety information to ships.
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Global Investigative Journalism Network @gijn.org · 26/06/2025
‼️ New from GIJN: A free e-book Guide to Investigating the Fossil Fuels — packed with tools, data sources, and expert tips. A must-have for journalists covering climate, energy, and corporate accountability. 📘 Download here: twp.ai/9PU7zi
twp.ai
gijn.org
E-Book: Reporter’s Guide to Investigating Fossil Fuels
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Johanna Wild @johannawild.bsky.social · 24/06/2025
Search4Faces lets you upload a photo of a face and search for visually similar faces. It scans photos from VK, Odnoklassniki, and TikTok. ⚠️ The tool provider' identity is unknown. Learn more about the tool in @bellingcat.com's Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
Search4Faces | Bellingcat's Online Investigation Toolkit
Upload the picture of a face and find pictures of similar looking people on VKontakte, Odnoklassniki, TikTok and Clubhouse.
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Johanna Wild @johannawild.bsky.social · 12/06/2025
Would you like to learn how to track ships? Discover how to use ShipFinder: bellingcat.gitbook.io/toolkit/more.... We also compare ShipFinder to other ship tracking sites, helping you choose the best tool for your research #OpenSourceResearch
bellingcat.gitbook.io
ShipFinder | Bellingcat's Online Investigation Toolkit
ShipFinder is an application designed to track vessels in near real-time across the globe.
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Johanna Wild @johannawild.bsky.social · 05/06/2025
If you are interested in researching China-related topics, consider exploring Tencent Maps. Learn how to use this Chinese mapping service (also from outside of China) in @bellingcat.com ’s Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more... #OpenSourceResearch
bellingcat.gitbook.io
Tencent Maps | Bellingcat's Online Investigation Toolkit
Tencent Maps is a mapping service provided by the Chinese technology company Tencent. Tencent Maps provides maps, satellite imagery, and street view.
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Johanna Wild @johannawild.bsky.social · 04/06/2025
The EU has imposed sanctions on a range of countries and individuals. Open source researchers can use the EU Sanctions Map to find out who is affected. Learn more about the site in @bellingcat.com's Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more... #OpenSourceResearch
bellingcat.gitbook.io
EU Sanctions Map | Bellingcat's Online Investigation Toolkit
Database of sanctions imposed by the European Union
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Johanna Wild @johannawild.bsky.social · 03/06/2025
Check out Bulletpicker - an online database with technical manuals, schematics, and detailed guidebooks of ordnance and explosive items from various armed forces around the world. More in @bellingcat.com's Online Investigation Toolkit by @afko.bsky.social: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
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Bellingcat @bellingcat.com · 02/06/2025
This month, the Bellingcat Open Source Challenge dives into the world of art, history and illicit trade. Can you spot the telltale signs of stolen cultural artifacts and trace who handled them in the past? Give this month’s Bellingcat Challenge a try! Challenge.bellingcat.com
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Johanna Wild @johannawild.bsky.social · 30/05/2025
From researching on Telegram to analyzing satellite imagery, the @journalismfestival.com offers free online recordings from past events. I have compiled a list of sessions that focus on, or are related to, open source research methods: t1p.de/mod4u. #OpenSourceResearch
t1p.de
IJF Open Source Research Panels
A list of Open Source Research related panels from the International Journalism Festival in Perugia (in English and only if a recording is available) 2025 Sam Cole, Kolina Koltai, Charlotte Maher...
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Johanna Wild @johannawild.bsky.social · 27/05/2025
Identifying birds that are visible in photos or audible in audio or video recordings can sometimes provide important clues when doing geolocations. Learn more about the bird identification tool Merlin in @bellingcat.com's Open Source Investigation Toolkit: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
Merlin | Bellingcat's Online Investigation Toolkit
Identify birds (visually), through an app.
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Johanna Wild @johannawild.bsky.social · 26/05/2025
China provides several map services that can be useful for open source researchers. Gaode Maps is one of them. Conveniently, it is also accessible to people based outside of China. Have a look at @bellingcat.com's Online Investigation Toolkit to learn more: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
Gaode Maps | Bellingcat's Online Investigation Toolkit
Gaode Maps (also known as AMap) is a mapping application and technology from the Chinese company Alibaba.
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Johanna Wild @johannawild.bsky.social · 26/05/2025
China provides several map services that can be useful for open source researchers. Gaode Maps is one of them. Conveniently, it is also accessible to people based outside of China. Have a look at @bellingcat.com's Online Investigation Toolkit to learn more: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
Gaode Maps | Bellingcat's Online Investigation Toolkit
Gaode Maps (also known as AMap) is a mapping application and technology from the Chinese company Alibaba.
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Johanna Wild @johannawild.bsky.social · 21/05/2025
Baidu Maps is one of those tools everyone has heard of, but few open source researchers actually know how to use. Learn more about Baidu Maps in @bellingcat.com's Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more... #OpenSourceResearch
bellingcat.gitbook.io
Baidu Maps | Bellingcat's Online Investigation Toolkit
A mapping application provided by Chinese technology company Baidu Inc.
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Johanna Wild @johannawild.bsky.social · 19/05/2025
Did you ever struggle to estimate the number of people in a crowd? MapChecking can help with this task. Learn more about the tool in @bellingcat.com's Online Investigation Toolkit by @afko.bsky.social: bellingcat.gitbook.io/toolkit/more... #OpenSourceResearch
bellingcat.gitbook.io
MapChecking | Bellingcat's Online Investigation Toolkit
This tool helps you estimate and fact-check the maximum number of people standing in a given area.
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Sector035 @sector035.bsky.social · 15/05/2025
Welcome to @quiztime.bsky.social with today's #ThursdayQuiz 📍 Can you find out where this photo was taken? 📞 Reply just to me with your answer 🗣️ Reply further in this threa to collaborate
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Johanna Wild @johannawild.bsky.social · 13/05/2025
PimEyes allows users to upload photos of faces in order to search the internet for pictures of people who look similar. Learn more about the tool in Bellingcat’s Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more... by @anisashabir.bsky.social #OpenSourceResearch
bellingcat.gitbook.io
PimEyes | Bellingcat's Online Investigation Toolkit
An AI-powered facial recognition reverse image search tool.
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Johanna Wild @johannawild.bsky.social · 17/04/2025
New to flight tracking? Our Flightradar24 toolkit guide by teaches you everything you need to know about the site, including when (not) to use it: bellingcat.gitbook.io/toolkit/more.... Written by @afko.bsky.social for @bellingcat.com's Online Investigation Toolkit.
bellingcat.gitbook.io
Flightradar24 | Bellingcat's Online Investigation Toolkit
Flightradar24 is a real-time flight tracking service that provides detailed information about aircraft positions, flight numbers, origins, destinations, historical data, and aircraft information.
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Miguel Ramalho @msramalho.bsky.social · 31/03/2025
Auto Archiver v1.0.0 is out 🎉 Now with documentation, guides, tests, and new exciting features. A big thanks to @erinhmclark.bsky.social and Patrick Robertson who went out of their way to improve the quality and reliability of the tool. See what changed here: github.com/bellingcat/a...
github.com
Release v1.0.0 · bellingcat/auto-archiver
🎉 Auto Archiver v1.0.0 We're excited to announce a major stable release of the Auto Archiver tool! This release comes with some major improvements in stability and flexibility, with a modular and e...
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Johanna Wild @johannawild.bsky.social · 27/03/2025
Leak-Lookup allows open source researchers to search across data breaches. Have a look at Bellingcat’s Online Investigation Toolkit to learn more about this tool: bellingcat.gitbook.io/toolkit/more... #OpenSourceResearch
bellingcat.gitbook.io
Leak-Lookup | Bellingcat's Online Investigation Toolkit
An online tool that allows you to search across public data breaches to surface credentials that may have been compromised.
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Bellingcat @bellingcat.com · 25/03/2025
It’s already hard to judge whether products you buy online will be the right size or not, but what if the product doesn’t even exist? @koltai.bsky.social helps you to distinguish between real and AI-generated products online. www.bellingcat.com/resources/20...
bellingcat.com
How to Spot AI-Generated Scam Products
It's harder than before to tell what’s real and what’s fake, but if you look closely there are often tell-tale signs.
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Johanna Wild @johannawild.bsky.social · 20/03/2025
The tool "Bluesky Insights" provides information on Bluesky accounts including favourite topics, preferred posting times or best performing posts. @cargocultscientist.bsky.social tested the tool by using @bellingcat.com as an example: bellingcat.gitbook.io/toolkit/more... #OpenSourceResearch
bellingcat.gitbook.io
Bluesky Insights | Bellingcat's Online Investigation Toolkit
Bluesky Insights is a free web-based analytics tool for the Bluesky social network.
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Johanna Wild @johannawild.bsky.social · 18/03/2025
Atlos is a platform that allows open source researchers to collaborate on large scale investigations. Learn more about Atlos in @stephanieladel.bsky.social's contribution to @bellingcat.com' Online Investigation Toolkit: bellingcat.gitbook.io/toolkit/more... #OpenSourceResearch
bellingcat.gitbook.io
Atlos | Bellingcat's Online Investigation Toolkit
ATLOS is a platform for collaborative and large-scale open source investigations.
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Global Investigative Journalism Network @gijn.org · 13/03/2025
💫 NEW! GIJN shares some of the no-cost, easy-to-use data tools that #NICAR25 conference panelists described as surprisingly useful but unknown by investigative reporters. More: twp.ai/1X1vX3
twp.ai
From NICAR25, Four Free Cutting Edge and Time-Saving Investigative Data Tools
GIJN shares some of the no-cost, easy-to-use data tools that NICAR25 conference panelists described as surprisingly useful but unknown by investigative reporters.
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Johanna Wild @johannawild.bsky.social · 13/03/2025
The Meta Content Library allows approved researchers to analyse public Facebook and Instagram posts. Open source researchers who are working for universities and nonprofits might be eligible to apply for access. bellingcat.gitbook.io/toolkit/more... by @cargocultscientist.bsky.social
bellingcat.gitbook.io
Meta Content Library | Bellingcat's Online Investigation Toolkit
Meta Content Library provides approved researchers with access to public Facebook, Instagram, and Threads content with search, filtering, and engagement metrics.
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Bellingcat @bellingcat.com · 07/03/2025
We're hiring! Bellingcat is looking for a Europe-based Fundraising Officer. Find out more about the role and apply here www.bellingcat.com/bellingcat-i...
bellingcat.com
Bellingcat is Hiring! Fundraising Officer, Europe-based - bellingcat
Bellingcat is hiring a Europe-based Fundraising Officer. Find out more about the role and apply here.
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Johanna Wild @johannawild.bsky.social · 06/03/2025
License plates can be a crucial piece of information for geolocations. Check out our new comparison of top license plate information sites: app.gitbook.com/o/WQpOq5ZFue... #OpenSourceResearch #Geolocation #LicensePlates
app.gitbook.com
GitBook
GitBook
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Global Investigative Journalism Network @gijn.org · 05/03/2025
🌍 Fossil fuel investigations are critical to understanding the global climate crisis. Get the tools and resources you need to hold the industry accountable with GIJN's free guide: twp.ai/1UMmOj
twp.ai
Guide to Investigating Fossil Fuels
This guide provides watchdog journalists with key context and practical advice to enable better investigations of the fossil fuel industry.
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Eliot Higgins @eliothiggins.bsky.social · 27/02/2025
Bellingcat's new US division is looking for an executive director to make Bellingcat US the best Bellingcat it can be. Details of the role and compensation can be found here: www.on-ramps.com/jobs/3408
on-ramps.com
Bellingcat US | Executive Director
On-Ramps is a full-service executive search firm that exclusively serves the social sector, working with innovative, mission-driven organizations across diverse issue areas.
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Bellingcat @bellingcat.com · 25/02/2025
How do you protect yourself online? In this video we’ll walk you through some steps we take to protect our online safety, and give you tips on how to strengthen yours… www.youtube.com/watch?v=o9uF...
youtube.com
Digital Safety - How to protect your online identity
YouTube video by Bellingcat
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Charley @charleymaher.bsky.social · 18/02/2025
Yet another open source resource lost on Meta platforms techcrunch.com/2025/02/18/f...
techcrunch.com
Facebook now only stores live videos for 30 days, will delete old broadcasts | TechCrunch
Facebook announced on Tuesday that live videos will now only be stored on the social network for 30 days, after which they will be deleted.
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Galen Reich @galen.reich.me.uk · 13/02/2025
Finding relevant high resolution SAR imagery from Umbra's Open Data Program can be tricky 🛰️ With this new @bellingcat.com project you can browse all the currently available data in Google Earth📍🌏 github.com/bellingcat/u...
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Foeke Postma @foeke.bsky.social · 12/02/2025
Come read my latest, in which together with @chrisosieck.bsky.social and Darcy White, we hunt down a wildlife trafficker dealing in endangered species.
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Eliot Higgins @eliothiggins.bsky.social · 08/02/2025
My full lecture and Q&A about information disorder and what to do about it at Leiden University youtu.be/UfX5RLAcgLg?...
youtu.be
Information Disorder - Public Lecture by Eliot Higgins
YouTube video by Faculty of Governance and Global Affairs
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Bellingcat @bellingcat.com · 07/02/2025
Our team has launched a tracker account for flights in and out of the US naval base and detention camp at Guantánamo Bay, Cuba. The tracker is based on open data from ADS-B signals. Check it out here @gtmowatch.bsky.social
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Johanna Wild @johannawild.bsky.social · 05/02/2025
Whether we like it or not, some open source researchers do use facial detection/recognition tools: Learn more about Azure AI Video Indexer and FaceCheckID (two very different tools!) in our toolkit: bellingcat.gitbook.io/toolkit/more... + bellingcat.gitbook.io/toolkit/more... #OpenSourceResearch
bellingcat.gitbook.io
Azure AI Video Indexer | bcattools
AI video tool for facial detection and other types of insights.
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Johanna Wild @johannawild.bsky.social · 28/01/2025
Microsoft’s Azure AI Video Indexer is able to detect people and objects in videos. It can also be used to extract key topics and to generate transcripts. Learn more about the tool (including ethical concerns) in our new toolkit text by @anisashabir.bsky.social: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
Azure AI Video Indexer | bcattools
AI video tool for facial detection and other types of insights.
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Global Investigative Journalism Network @gijn.org · 21/01/2025
💻 How to Acquire Free Satellite Imagery for Your Investigations 🗓️ Jan. 27 ⌚️ 9 AM ET Our upcoming GIJN webinar brings together leading experts to share practical advice and tips on navigating this often-overwhelming field. Register now: twp.ai/1PfUg1
twp.ai
GIJN Webinar: How to Acquire Free Satellite Imagery for Your Investigations
This GIJN webinar brings together leading experts to share practical advice and tips on navigating this often-overwhelming field. Attendees will learn the best platforms and techniques for obtaining free imagery, strategies for analyzing and processing the data, and ethical considerations when using it in investigative stories. Whether you’re looking to track deforestation, document urban expansion, or investigate geopolitical conflicts, this webinar will equip you with the skills to get started.
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Johanna Wild @johannawild.bsky.social · 21/01/2025
Most open source researchers rely on search engines to do reverse image searches. However, there are also niche tools like RootAbout: It lets you upload a picture and checks it against Internet Archive collections. @anisashabir.bsky.social tested it: bellingcat.gitbook.io/toolkit/more...
bellingcat.gitbook.io
bcattools
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