microsoft / microsoft/Biodiversity
Add Bio-accoustics support
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- Dominant language
- Python
- Stars
- 1.1k
- Forks
- 297
- PR merge metrics
- No merged PRs in 30d
Description
Please kindly add support for using pytorch wildlife platform for bio-acoustics to analyses audio recordings of insects, birds and animals including sounds that are inaudible to human ears.
Having a single code base to analysis both optical camera trap images and also spectrograms would help us gain more traction and drive adoption from contributors working multiple disciples.
Use case
Citibats cambodia project volunteers are gathering large database of bat recordings on iNaturatlist platform. The Pytorch wildlife platform codebase is used to analysis of large amount of bat calls and try to aid researchers in identifying bat diversity is largely understudied and fast disappearing ecosystems.
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No files, tests, or entry points are named. Start by reviewing the repository's existing camera-trap analysis and PyTorchWildlife components, then clarify how audio recordings and spectrograms should fit the shared codebase. Done requires an agreed design and acceptance criteria for bio-acoustic support.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100