inaturalist vs BirdNET

inaturalist

The Rails app behind iNaturalist.org (by inaturalist)

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inaturalist.org

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BirdNET

Soundscape analysis with BirdNET. (by kahst)

Theano lasagne bioacoustics birds soundscape sound-processing

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inaturalist		BirdNET
	Project
370	Mentions	4
621	Stars	307
1.0%	Growth	-
9.7	Activity	0.0
3 days ago	Latest Commit	about 2 years ago
JavaScript	Language	Python
MIT License	License	GNU General Public License v3.0 or later

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

inaturalist

Posts with mentions or reviews of inaturalist. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-07-23.

With some posts about sightings this year in Brisbane, be on the lookout for these Christmas Beetle imposters (how to spot the difference and where to report sitings of Christmas Beetles)
1 project | /r/brisbane | 8 Dec 2023

You can submit sitings of Christmas Beetles here https://www.inaturalist.org/ or on the iNaturalist app
Website that classifies ALL known animals in existence?
1 project | /r/zoology | 7 Dec 2023

iNaturalist
Que bicho é esse? Dica de apps, sites e subs para identificação.
1 project | /r/brasil | 5 Dec 2023
Opinions on AI Plant Identification?
1 project | /r/botany | 14 Nov 2023

Personally, I like iNaturalist for identiying wild organisms. The AI is well-trained and based on a regularly-updated taxonomic structure from established authorities. The ID suggestions incorporate the location of the observation to suggest species that are known to be found nearby. And most crucially, when observations are posted they're available for other humans to confirm or refute any ID suggestions that come from the AI. The AI suggestion is only ever the start of the identification process.
How I overcame my anxiety of possibly getting bit by a rabid bat
1 project | /r/rabies | 10 Nov 2023

Search up the smallest bat in your area and browse photos of them at iNaturalist: https://www.inaturalist.org/
WTF are these
1 project | /r/Maine | 27 Aug 2023
does anyone know what kind of spiders inhabit the bridges/river walk?
1 project | /r/grandrapids | 14 Aug 2023
Newly found interest in fungi and looking for help identifying these finds from my yard.
1 project | /r/ShroomID | 20 Jul 2023
Hey guys, you can use the inaturalist app to identify plants!
1 project | /r/biology | 10 Jul 2023

You can also just upload the pictures onto the website.
Question on species of a toad and or frog not entirely sure but the little dude was bumpy and seemingly dry
1 project | /r/Toads | 9 Jul 2023

You could try getting the iNaturalist app to ID it

BirdNET

Posts with mentions or reviews of BirdNET. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-08.

New face in town. Is this a woodpecker?
2 projects | /r/birdfeeding | 8 Oct 2021

Are the apps themselves open source? I found some code for BirdNet but it doesn't seem to be the android app part: https://github.com/kahst/BirdNET
BirdNet – The Easiest Way to Identify Birds by Sound
4 projects | news.ycombinator.com | 23 Jul 2021

There is a link to the source code: https://github.com/kahst/BirdNET
I doubt that it will work on a Raspberry, but you can run it elsewhere and just send the audio to it.
Looking for Guidance on how to utilize another person's model?
2 projects | /r/learnmachinelearning | 5 Jul 2021

So are you thinking that you want to reconstruct something like BirdNET but with a different neural network infrastructure such as the winner of the Kaggle competition? Have you been able to get the BirdNET repo up and running on your machine? https://github.com/kahst/BirdNET

What are some alternatives?

When comparing inaturalist and BirdNET you can also consider the following projects:

SeekReactNative - Seek v2, built with React Native for Android and iOS

BirdNET-Lite - TFLite version of BirdNET. Bird sound recognition for more than 6,000 species worldwide.

data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

automount - Simple devd(8) based automounter for FreeBSD

kaggle-birdsong-recognition - 1st Place solution to the Cornell Birdcall Identification competition.

zigbee2mqtt - Zigbee 🐝 to MQTT bridge 🌉, get rid of your proprietary Zigbee bridges 🔨

punctuator2 - A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

lsblk - List information about block devices in the FreeBSD system.

BirdNET-Analyzer - BirdNET analyzer for scientific audio data processing.

Senpwai - A desktop app for tracking and batch downloading anime

earth-hz - User-friendly web framework for sharing and collaborative labeling of bioacoustic data