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Patrick Chwalek added a new Discussion - "Collar Automatic Release Mechanisms" to Acoustics
Patrick Chwalek added a new Discussion - "CollarID: multimodal wearable sensor system for wild and domesticated dogs" to Sensors
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- BoutScout – Beyond AI for Images, Detecting Avian Behaviour with Sensors
In this case, you’ll explore how the BoutScout project is improving avian behavioural research through deep learning—without relying on images or video. By combining dataloggers, open-source hardware, and a powerful BiLSTM deep learning model trained on temperature data, the team has reduced the time needed to analyse weeks or even months of incubation behaviour to just seconds. This has enabled the discovery of new patterns in how tropical birds incubate their eggs across different elevations and climates. With tools soon to be released on PyPI, including a no-code platform for behavioural analysis, this work offers a fresh, scalable approach for conservationists and researchers working on breeding data at the tropics.
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- Suggestions for research funds
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- AI for Conservation Office Hours: 2025 Review
Read about the advice provided by AI specialists in AI Conservation Office Hours 2025 earlier this year and reflect on how this helped projects so far.
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- Free online tool to analyze wildlife images
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- AI for Conservation Office Hours: 2025 Review
Read about the advice provided by AI specialists in AI Conservation Office Hours 2025 earlier this year and reflect on how this helped projects so far.
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- Apis Nomadica Labs: Mobile Bee-Search for the Future of Food & Medicine
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- Siguiendo Ballenas: rastreo satelital desde el espacio revela sus rutas migratorias // Tracking right whales from outer space reveals their migratory routes
Un ambicioso proyecto internacional está usando transmisores satelitales para monitorear los viajes migratorios de ballenas francas australes, permitiendo entender sus sorprendentes patrones de desplazamiento en tiempo real. // An ambitious international project is using satellite tags to monitor the migratory journeys of southern right whales, allowing researchers to understand their surprising movement patterns in real time.
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- Mothbox Documentary [Wildlabs Award 2024)
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- A new underwater camera trap for freshwater wildlife monitoring
Proud of sharing our paper introducing our underwater camera trap, a solution for automating the production of underwater images and videos of amphibians, reptiles, invertebrates, mammals...
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- 804
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- Free online tool to analyze wildlife images
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- AI for Conservation Office Hours: 2025 Review
Read about the advice provided by AI specialists in AI Conservation Office Hours 2025 earlier this year and reflect on how this helped projects so far.
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- 584
- 766
- 277
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- Free online tool to analyze wildlife images
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- IUCN Red list R client.
Everything you need on the IUCN Red list is now accessible from R, outputted as tibble to facilitate data query, analysis, and visualization.
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- Online Ocean-Focused GIS Course
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- AI for Conservation Office Hours: 2025 Review
Read about the advice provided by AI specialists in AI Conservation Office Hours 2025 earlier this year and reflect on how this helped projects so far.
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- 454
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- 300
- Latest Discussion
- G-DiNC 2026: Global Drones in Nature Conservation Symposium & Expo
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- BoutScout – Beyond AI for Images, Detecting Avian Behaviour with Sensors
In this case, you’ll explore how the BoutScout project is improving avian behavioural research through deep learning—without relying on images or video. By combining dataloggers, open-source hardware, and a powerful BiLSTM deep learning model trained on temperature data, the team has reduced the time needed to analyse weeks or even months of incubation behaviour to just seconds. This has enabled the discovery of new patterns in how tropical birds incubate their eggs across different elevations and climates. With tools soon to be released on PyPI, including a no-code platform for behavioural analysis, this work offers a fresh, scalable approach for conservationists and researchers working on breeding data at the tropics.
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Patrick Chwalek's Content
Discussion
Collar Automatic Release Mechanisms
Patrick Chwalek
Hi All!I've been developing an animal-worn acoustic and environmental-sensing focused system as part of my PhD. When speaking with researchers on piloting my device, one of the...
3 November 2024
Discussion
Hi Everyone! I (and my team) are new to the WildLabs network so we'd like to post an early-stage project we've been working on to get some feedback! SummaryThe...
3 May 2024
Patrick Chwalek commented on "Using LoRa for a sensor network: recommendations "