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.
Header Image: Dr Claire Burke / @CBurkeSci
Explore the Basics: AI
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!
- @Aoife_Göppert
- | She/ Her
PhD research student at Queen's University Belfast, a QUADRAT DTP funded project.
- 0 Resources
- 0 Discussions
- 10 Groups
- 0 Resources
- 0 Discussions
- 3 Groups
- @fmaliks25s
- | she
Dedicated and enthusiastic Machine Learning Engineer with a solid academic foundation and a passion for leveraging data-driven insights to solve real-world problems. Eager to apply my knowledge of machine learning algorithms, programming skills, and data analysis to contribute to
- 0 Resources
- 0 Discussions
- 1 Groups
I am actively interested in pollinator ecology, monitoring, and conservation and the use of cutting-edge artificial intelligence tools for my research. https://vargaszilay.hu/
- 0 Resources
- 0 Discussions
- 2 Groups
Researcher in behavioural biology & conservation focussing on wild canids
- 0 Resources
- 0 Discussions
- 4 Groups
I'm a GIS and Remote Sensing specialist with a focus on conservation, currently working as a Visual Data Scientist. I'm passionate about leveraging AI tools to enhance conservation and environmental management efforts.
- 0 Resources
- 0 Discussions
- 6 Groups
- 1 Resources
- 0 Discussions
- 4 Groups
Global Biodiversity Information Facility (GBIF)
- 1 Resources
- 3 Discussions
- 6 Groups
Based in Australia, in the Blue Mountains and working with WWF-Australia on a new program "Eyes on Country". Working on the interface of tech, conservation and First Nations/Ranger groups.
- 0 Resources
- 3 Discussions
- 11 Groups
- @kimgavin
- | she/her
- 0 Resources
- 0 Discussions
- 9 Groups
- @robmcgurrin
- | he/him
- 0 Resources
- 0 Discussions
- 2 Groups
- 0 Resources
- 0 Discussions
- 9 Groups
Funding
With $60,000, $30,000, and $10,000 grants available for 14 outstanding projects, the support of engineering and technology talent from Arm (the leading semiconductor design company), and access to the world’s biggest...
1 December 2023
Join the Rainforest Connection & Arbimon team to develop software for biodiversity monitoring!
14 November 2023
Yale University & Map of Life Rapid Assessments - XPRIZE
8 November 2023
Yale University & Map of Life Rapid Assessments - XPRIZE
8 November 2023
Careers
The Institute for Bird Populations (IBP) seeks a California-based acoustic monitoring specialist to collect, manage, and process avian acoustic data from multiple research and conservation projects across California...
26 October 2023
Join the NightLife team where you'll blend entomology expertise with technological innovation using automated insect monitoring.
25 October 2023
Have you created a successful career in tech and are ready to do something good with your skills and experience? If yes, then join Open Earth's Earthshot mission to build open source digital systems and solutions to...
25 October 2023
Careers
The Institute of Zoology (IoZ), the research division of the Zoological Society of London (ZSL), is seeking to fill three new permanent positions by recruiting outstanding early-career researchers as Research Fellows (...
20 October 2023
To study song evolution in time and space, we will use individual acoustic monitoring (IAM) - a non-invasive method that allows the identification of individuals based solely on their vocalisations. In this project, we...
20 October 2023
The Marie Skłodowska-Curie PhD Fellowship in Bioacoustic AI for wildlife protection. The PhD position advertised here will be based at the KU Leuven Electrical Engineering Department (ESAT), under the supervision of...
20 October 2023
FLOATERS: Using individually distinct vocalizations to estimate breeding and non-breeding population of a species. Apply for the fully funded PhD position now!
20 October 2023
Many people know of the Mozilla Foundation because of the FireFox browser and other open source software they produce together with countless volunteers. Perhaps less well known, the Mozilla Foundation also runs a...
4 October 2023
June 2024
September 2024
event
October 2024
June 2022
event
event
May 2022
July 2021
47 Products
Recently updated products
13 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
---|---|---|---|---|
Hi Donya! You might check out the Conservation Tech Directory to see what projects/organizations/tools best align with your interests and skills. |
|
Acoustics, AI for Conservation, Camera Traps, Drones | 11 months 4 weeks ago | |
Hey everyone, I am super excited to share two announcements with the Community!🏆🌍 Our flagship Data4Good project - Mbaza AI... |
|
AI for Conservation, Camera Traps | 1 year ago | |
That sounds like a really neat project! Do fish get re-caught often enough that individual ID is useful? Is sample bias (more data from popular spots) an issue? |
|
AI for Conservation, Citizen Science, Software and Mobile Apps | 1 year ago | |
Hi everybody 👋🏽,I'm a UX designer, and I design interfaces and improve user experiences/flows. I would love to contribute to conservation... |
|
AI for Conservation, Conservation Tech Training and Education, Emerging Tech, Human-Wildlife Conflict | 1 year ago | |
Thanks Bas! I'll look into SSD vs RCNNs, I'd never heard of an SSD. |
|
AI for Conservation, Camera Traps | 1 year ago | |
greetings! i sent you a PM regarding this, feel free to contact me however is most convenient for you - regards,chris |
|
Acoustics, AI for Conservation, Camera Traps, Climate Change, East Africa Community, Wildlife Crime | 1 year ago | |
I'm looking for any recommendations for any entry level/internship remote roles/companies in the United States that are focused in... |
|
AI for Conservation, Conservation Tech Training and Education, Early Career, Remote Sensing & GIS | 1 year 1 month ago | |
Hi everyone! and thanks @StephODonnell for the invite :)I’m a software engineer working on MLOps, and currently studying for a part-time... |
|
AI for Conservation, Open Source Solutions | 1 year 1 month ago | |
Indeed, I'll be there too! I like to meet new conservation friends with morning runs, so I will likely organize a couple of runs, maybe one right near the conference, and... |
|
Acoustics, AI for Conservation, Autonomous Camera Traps for Insects, Camera Traps, Remote Sensing & GIS | 1 year 1 month ago | |
Hi everyone! The Fine Grained Visual Categorization Workshop (FGVC) is hosting its 10th rendition at CVPR this June in Vancouver. A huge... |
|
AI for Conservation, Camera Traps, Marine Conservation | 1 year 1 month ago | |
Hi everyone,I'm new here :)I'm doing my thesis of biology bachelor about Rhino poaching. I wanted to ask here if yu have some articles... |
|
AI for Conservation, Ending Wildlife Trafficking Online, Human-Wildlife Conflict, Wildlife Crime | 1 year 1 month ago | |
Yes please reach out with any questions on acoustic monitoring, Arbimon, RFCx, etc.! |
|
Acoustics, AI for Conservation, Data management and processing tools | 1 year 1 month ago |