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Hubert Szczygiel added a new Discussion - "Need advice for running BirdNET on big data" to Acoustics
Hubert Szczygiel added a new Discussion - "WILDLABS AWARDS 2024 – MothBox" to Autonomous Camera Traps for Insects
Hubert Szczygiel added a new Discussion - "Audiomoth Energy consuption estimates" to Acoustics
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- Boring Fund Report for Creating Global Open-Access Ground-Truth Datasets for Insect Monitoring
Improving the computer vision detection model for the Mothbox, an automatic insect monitoring tool from Dinalab
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- Spectrolipi v2.0.1
Acoustic is one of our biggest and most active groups, with members collecting, analysing, and interpreting acoustic data from across species, ecosystems, and applications, from animal vocalizations to sounds from our natural and built environment.
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- Open-Source Solutions for Amphibian Passive Acoustic Monitoring: Lessons from Patagonia
Monitoring amphibians across the temperate forests of Patagonia presents significant logistical and technical challenges. Remote locations, harsh environmental conditions, and the large volumes of data generated by Passive Acoustic Monitoring (PAM) can make long-term biodiversity surveys difficult to implement and maintain. In addition, environmental data often relies on multiple independent devices, increasing costs, complexity, and logistical demands in remote field conditions. Through the WILDLABS Awards 2025, our team explored practical ways to address these challenges by combining open-source hardware, environmental sensing, and AI-assisted acoustic analysis.
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- Getting behavioral data out of datasets that weren't built for it
Looking for a place to discuss camera trap troubleshooting, compare models, collaborate with members working with other technologies like machine learning and bioacoustics, or share and exchange data from your camera trap research? Get involved in our Camera Traps group! All are welcome whether you are new to camera trapping, have expertise from the field to share, or are curious about how your skill sets can help those working with camera traps.
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- New Book on Camera Trapping Tech
Trail Cameras & Custom Camera Traps: Technology, Ethics & Strategies for Success
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Hubert Szczygiel's Content
Discussion
Species lists for BirdNET Analyzer
Hubert Szczygiel
The goal of my analysis is to assess bird diversity in a region of Panama. I have compiled several different species lists:Birds an ornithologist I work with has document during...
26 February 2026
Discussion
Need advice for running BirdNET on big data
Hubert Szczygiel
I have some 25,000 hours of acoustic recordings to process via BirdNET analyzer, most of it in 15 second chunks. I ran an initial ~4,000 hours, which took a few weeks running in...
11 May 2025
Discussion
WILDLABS AWARDS 2024 – MothBox
Hubert Szczygiel
We are incredibly thankful to WILDLABS and Arm for selecting the MothBox for the 2024 WILDLABS Awards. The MothBox is an automated light trap that attracts and...
15 April 2024
Discussion
Audiomoth Energy consuption estimates
Hubert Szczygiel
Hi All,I'm conducting a biodiversity survey that includes a grid of audiomoths. I have 53 deployed, with the following schedule: 15 seconds every minute, 4:00-12:00, and 16:00-24:...
4 March 2024
Hubert Szczygiel commented on "Species lists for BirdNET Analyzer"