With new technologies revolutionizing data collection, wildlife researchers are becoming increasingly able to collect data at much higher volumes than ever before. Now we are facing the challenges of putting this information to use, bringing the science of big data into the conservation arena. With the help of machine learning tools, this area holds immense potential for conservation practices. The applications range from online trafficking alerts to species-specific early warning systems to efficient movement and biodiversity monitoring and beyond.
However, the process of building effective machine learning tools depends upon large amounts of standardized training data, and conservationists currently lack an established system for standardization. How to best develop such a system and incentivize data sharing are questions at the forefront of this work. There are currently multiple AI-based conservation initiatives, including Wildlife Insights and WildBook, that are pioneering applications on this front.
This group is the perfect place to ask all your AI-related questions, no matter your skill level or previous familiarity! You'll find resources, meet other members with similar questions and experts who can answer them, and engage in exciting collaborative opportunities together.
Just getting started with AI in conservation? Check out our introduction tutorial, How Do I Train My First Machine Learning Model? with Daniel Situnayake, and our Virtual Meetup on Big Data. If you're coming from the more technical side of AI/ML, Sara Beery runs an AI for Conservation slack channel that might be of interest. Message her for an invite.
Understanding the possibilities for incorporating new technology into your work can feel overwhelming. With so many tools available, so many resources to keep up with, and so many innovative projects happening around the world and in our community, it's easy to lose sight of how and why these new technologies matter, and how they can be practically applied to your projects.
Machine learning has huge potential in conservation tech, and its applications are growing every day! But the tradeoff of that potential is a big learning curve - or so it seems to those starting out with this powerful tool!
To help you explore the potential of AI (and prepare for some of our upcoming AI-themed events!), we've compiled simple, key resources, conversations, and videos to highlight the possibilities:
Three Resources for Beginners:
- Everything I know about Machine Learning and Camera Traps, Dan Morris | Resource library, camera traps, machine learning
- Using Computer Vision to Protect Endangered Species, Kasim Rafiq | Machine learning, data analysis, big cats
- Resource: WildID | WildID
Three Forum Threads for Beginners:
- I made an open-source tool to help you sort camera trap images | Petar Gyurov, Camera Traps
- Batch / Automated Cloud Processing | Chris Nicolas, Acoustic Monitoring
- Looking for help with camera trapping for Jaguars: Software for species ID and database building | Carmina Gutierrez, AI for Conservation
Three Tutorials for Beginners:
- How do I get started using machine learning for my camera traps? | Sara Beery, Tech Tutors
- How do I train my first machine learning model? | Daniel Situnayake, Tech Tutors
- Big Data in Conservation | Dave Thau, Dan Morris, Sarah Davidson, Virtual Meetups
Want to know more about AI, or have your specific machine learning questions answered by experts in the WILDLABS community? Make sure you join the conversation in our AI for Conservation group!
In this Conservation Tech Showcase case study from Happywhale, you’ll learn about how AI tools are helping researchers and citizen scientists identify and protect humpback whales.
16 May 2023
The new role will support the growth of BioSciences’ new People and Nature Laboratory at UCL East through conducting cross-disciplinary research, teaching, outreach, and entrepreneurial activities in applied ecological...
16 May 2023
Are you using or creating tech to protect wildlife? We want to support your organization through two $15,000 grants!
15 May 2023
How can you use tools like photo quadrats, AI, and MERMAID together? We share an example overview of how WCS Staff in Mozambique use image classification tools with MERMAID to integrate photo quadrat and other coral...
12 May 2023
We've now wrapped our 2023 AI for Conservation Office Hours, where we helped conservationists connect with AI experts to get tailored expert advice on AI and ML problems in their projects
11 May 2023
Why you should know about Kenya-founded data analytics company - Gro Intelligence, arguably the largest funded tech startup within the African startup ecosystem and the only platform that brings together live, global...
5 May 2023
3 year position - Trondheim, Norway
2 May 2023
Article on www.nationalgeographic.com
27 April 2023
The Project Manager will work to implement acoustic monitoring projects in countries worldwide with some of the biggest stakeholders in conservation tech and biodiversity monitoring!
12 April 2023
New paper in Journal of Animal Ecology
24 March 2023
💙 Exciting news from Appsilon! Our flagship project, Mbaza AI, is expanding its impact on nature and biodiversity conservation. We’ve teamed up with the 🦏 Ol Pejeta Conservancy to build a model for classifying images of...
16 March 2023
The Innovation in Practice edition of Methods in Ecology and Evolution is still seeking proposals about conservation technology
6 March 2023
2 October 2023 1:50pm
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27 September 2023 11:08pm
25 September 2023 11:10am
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22 September 2023 12:18pm
Made available by the Digital Disruption and the Future of Conservation project team at Unearthodox, the toolkit provides conservation practitioners with a comprehensive introduction to Web 3.0 and AI concepts and their potential use for nature conservation.
IUCN and AI2 to provide AI technology at no cost to fast-track implementation of newly signed UN High Seas Treaty
22 September 2023 9:54am
13 September 2023 4:10pm
*NEW* White Paper: Harnessing the Power of Sound & AI to track Global Biodiversity Framework (GBF) Targets
20 September 2023 12:53pm
20 September 2023 12:22pm
15 September 2023 12:09pm
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12 September 2023 11:49am
5 September 2023 1:59pm
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1 September 2023 11:32am
29 August 2023 7:02pm
A combination of cameras and real-time AI analysis tools are strengthening California's fire detection efforts to enable rapid response and prevent the spread of massive wildfires.
24 August 2023 9:59am
14 August 2023 11:50am
9 August 2023 11:11pm
This article discusses Cornell's bioacoustics work with AI tools to recognize both elephant "voices" as well as gunshots. The elephant rumbles analyzed in this work are almost imperceptible to the human ear, but can be clearly detected with technology.
4 August 2023 10:00am
4 August 2023 2:00am
GeoNadir shared how drones and AI can help assess seagrass habitats at the Great Barrier Reef, as well as how satellite imagery can monitor seagrass on a wider scale.
3 August 2023 10:00am
2 August 2023 10:00am
1 August 2023 11:50pm
1 August 2023 5:23pm
28 July 2023 11:01am
Working with WWF, Vodacom is using cutting-edge artificial intelligence (AI), Internet of Things (IoT) technology and infrared cameras to help minimise whale entanglements in mussel farming ropes off the southwest coast of South Africa in Saldanha Bay.
20 July 2023 10:18am
Every nature business or wildlife NGO faces 3 obstacles:
Now I have great news: AI can help your nature venture with all 3 of them.
👉 You can still sign-up https://wildbusinessmates.com/double-your-impact-newsletter/
18 July 2023 1:44pm
16 July 2023 10:04pm