Questions tagged [classifier]
The classifier tag has no usage guidance.
9 questions
4
votes
2
answers
158
views
How to merge BirdNET Classifier Selection Tables into a single table?
I have a custom classifier that I created with BirdNET to run on recordings of continuous data written into hour-long files. I'm realizing that in the current format, BirdNET will assign a separate ....
- 113
1
vote
3
answers
384
views
BirdNET: workflow for correcting manually trained classifier?
I am using BirdNET GUI for analysis of bird vocalizations. I have created a classifier using the GUI and some training data, and I am wanting to improve it, e.g. correct false classifications and ...
- 11
9
votes
4
answers
202
views
Filtering out wind from audio recordings
I am currently working on building a deep learning model for snowscooter detections. The model does fairly well at detecting snowscooters but it triggers on wind noises, increasing the rate of false ...
- 897
11
votes
1
answer
83
views
Are there available raw model weights for bat detector / classifier?
I will need to analyze some soundscape data from Norway and it is likely that bats are present in the area. I was wondering if there was any available model trained for bat detection or ideally bat ...
- 897
12
votes
2
answers
98
views
What criteria should be used to decide whether an automated detection overlaps with a reference annotation?
For those who use automated detection and routinely need to evaluate detector performance, what constitutes an overlap between an automated detection and a reference annotation?
Most of my ...
- 1,054
13
votes
4
answers
464
views
BirdNET false-positives - any heuristics?
I'm starting to use BirdNET, both downloaded from Github at https://github.com/kahst/BirdNET-Analyzer onto my latop, and on a BirdNET-Pi installation.
I'm getting some fairly obvious false positives, ...
- 1,691
9
votes
1
answer
347
views
Probability of detection / probability of false alarm vs. precision / recall
When using automated detection of focal species sounds, when and why should we focus on characterizing probability of detection and probability of false alarm, vs. focusing on precision and recall? ...
- 1,054
10
votes
2
answers
75
views
Why can't I run a classifier on the dataset on which it was trained?
I'm new to machine learning methods and have terabytes of acoustic data containing odontocete clicks. I want to train a classifier to classify these clicks, so I've used a subset of this data to do so....
- 3,715
6
votes
3
answers
103
views
Performance review and detection probability of the CPOD KERNO classifier?
Outside of Carsten et al., 2019, are there any good papers that detail the performance and detection probability of the KERNO classifier included in CPOD.exe? I'm aware of multiple papers that compare ...
- 3,850