Bird Species Classification ML Frameworks

Machine learning projects for identifying and classifying bird species from images, audio, or video feeds. Includes detection, classification, and real-time monitoring applications. Does NOT include general animal classification, ornithological datasets without ML implementation, or non-bird species detection projects.

There are 21 bird species classification frameworks tracked. The highest-rated is CompRhys/aviary at 45/100 with 61 stars.

Get all 21 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	CompRhys/aviary The Wren sits on its Roost in the Aviary.	45	Emerging	61	Python
2	Jellman86/YetAnother-WhosAtMyFeeder 🐦 AI-powered bird identification for Frigate NVR. Classifies birds from your...	42	Emerging	13	Python
3	shashanksola/bird-species-classification-in-natural-habitat The aim of this project is to predict Indian bird species. This project can...	36	Emerging	3	JavaScript
4	Neuromorphicism/neuromorphic-bird-classifier-desktop-app-dvs-stream-cli-and-gui Neuromorphic Bird Classifier Desktop App (NeuroBCDA) bundled with Live Event...	34	Emerging	10	Python
5	tphakala/birda Fast CLI tool for bird species detection using BirdNET and Perch AI models	33	Emerging	16	Rust
6	NikhilK-84/remote-bird-species-detection-using-cnn-project This project aims to detect bird species using a Convolutional Neural...	30	Emerging	3	Jupyter Notebook
7	silvermete0r/OmenFlightAI OmenFlight AI is an open-source computer vision program for recognizing...	24	Experimental	4	Python
8	jvk1chaitanya/Birds-Species-Classification A Deep Learning model to indentify species of bird in a image.	24	Experimental	4	Jupyter Notebook
9	itservice5823/neuromorphic-bird-classifier-desktop-app-dvs-stream-cli-and-gui 🐦 Classify birds using neuromorphic computing with this desktop app,...	22	Experimental	—	Python
10	JesmineT/cub200-bird-classification Fine-grained bird classification on CUB-200 using ResNet50 & EfficientNet-B3...	19	Experimental	—	Jupyter Notebook
11	KushxKalsi/Birds-Image-Classification-Model Image Classification Model using CNN to classify different birds species.	19	Experimental	3	Jupyter Notebook
12	ishaanjav/BirdWatch A better tracking of endangered bird species using machine learning and...	18	Experimental	6	Java
13	YunghuiHsu/ebird_project Extraction of deep features/representation of birds by deep learning algorithms.	17	Experimental	5	Jupyter Notebook
14	wingbeats/wingbeats_android Android app for Kaggle dataset "Wingbeats"	17	Experimental	5	Java
15	rprkh/Bird-Classifier Flutter App capable of classifying 400 different species of birds using...	17	Experimental	12	Jupyter Notebook
16	Srijan221/Bird_Species_Classification_Android_App This android App can classify bird species with just click of a picture...	14	Experimental	1	Java
17	mahdi-darvish/Comparative-Analysis-of-ConvNet-Architecture-on-Bird-Species-Dataset An implementation of famous convolutional neural networks on Bird species...	14	Experimental	9	Jupyter Notebook
18	yassine-rd/bird_species_classification Using convolutional neural networks to build and train a deep learning model...	13	Experimental	7	Jupyter Notebook
19	Nikhildev0904/Birdz---Bird-Detection-Application The aim of this project is to build an Mobile App to predict Indian bird...	13	Experimental	2	Dart
20	pryce-jones-systems/bird-watcher Lightweight CCTV system for watching birds in a feeder/nesting box. Uses...	12	Experimental	3	Go
21	HassanRady/160-bird-species-classification classifying 160 species of birds using resnet50 by pytorch framework	10	Experimental	1	Jupyter Notebook