search

macaodha / batdetect2

Other
53 stars 10 forks source link

Output file explaination #23

Open Pete-the-Geek opened 10 months ago

Pete-the-Geek commented 10 months ago

Hi. Is there any documentation on the json output and what the fields actually mean. Most I can make a good guess but the actual probability seems to have 2 outputs class_prob and det_prob and I'm not sure why there are 2 and what the differences are. I'd also like to be sure on all of the fields. I've also noticed that the Probability Percent reported when it is run does not match the JSON or CSV contents. Is there is somewhere I can look add be grateful if I could be pointed in the right direction please? Cheers

joekbullard commented 6 months ago

Would also like to see this included in some documentation

BEDOET commented 6 months ago

det_prob = detection probablility class_prob = classification probability

Batdetect2 works with two steps. First is to detect a bat call Second is to classify the species of that call

The publication contains a lot of infos that might be relevant for you.

mbsantiago commented 6 months ago

Thanks for the suggestion!

We're planning to incorporate this into our docs very soon. We're also releasing a new version of the code this week, with an improved API, updated training code, and more extensive docs. The model itself will remain the same, but the way you interact with it will be smoother (hopefully).

The new version won't break any of your existing code, but it might be worth giving it a