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 24 bird species classification frameworks tracked. The highest-rated is CompRhys/aviary at 48/100 with 61 stars.

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#	Framework	Score	Tier	Stars	Language
1	CompRhys/aviary The Wren sits on its Roost in the Aviary.	48	Emerging	61	Python
2	shashanksola/bird-species-classification-in-natural-habitat The aim of this project is to predict Indian bird species. This project can...	43	Emerging	3	JavaScript
3	Jellman86/YetAnother-WhosAtMyFeeder 🐦 AI-powered bird identification for Frigate NVR. Classifies birds from your...	43	Emerging	13	Python
4	NikhilK-84/remote-bird-species-detection-using-cnn-project This project aims to detect bird species using a Convolutional Neural...	37	Emerging	3	Jupyter Notebook
5	Neuromorphicism/neuromorphic-bird-classifier-desktop-app-dvs-stream-cli-and-gui Neuromorphic Bird Classifier Desktop App (NeuroBCDA) bundled with Live Event...	35	Emerging	10	Python
6	tphakala/birda Fast CLI tool for bird species detection using BirdNET and Perch AI models	34	Emerging	16	Rust
7	jvk1chaitanya/Birds-Species-Classification A Deep Learning model to indentify species of bird in a image.	31	Emerging	4	Jupyter Notebook
8	silvermete0r/OmenFlightAI OmenFlight AI is an open-source computer vision program for recognizing...	31	Emerging	4	Python
9	KushxKalsi/Birds-Image-Classification-Model Image Classification Model using CNN to classify different birds species.	26	Experimental	3	Jupyter Notebook
10	ishaanjav/BirdWatch A better tracking of endangered bird species using machine learning and...	25	Experimental	6	Java
11	wingbeats/wingbeats_android Android app for Kaggle dataset "Wingbeats"	24	Experimental	5	Java
12	YunghuiHsu/ebird_project Extraction of deep features/representation of birds by deep learning algorithms.	24	Experimental	5	Jupyter Notebook
13	rprkh/Bird-Classifier Flutter App capable of classifying 400 different species of birds using...	24	Experimental	12	Jupyter Notebook
14	itservice5823/neuromorphic-bird-classifier-desktop-app-dvs-stream-cli-and-gui 🐦 Classify birds using neuromorphic computing with this desktop app,...	22	Experimental	—	Python
15	JesmineT/cub200-bird-classification Fine-grained bird classification on CUB-200 using ResNet50 & EfficientNet-B3...	21	Experimental	—	Jupyter Notebook
16	mahdi-darvish/Comparative-Analysis-of-ConvNet-Architecture-on-Bird-Species-Dataset An implementation of famous convolutional neural networks on Bird species...	21	Experimental	9	Jupyter Notebook
17	Srijan221/Bird_Species_Classification_Android_App This android App can classify bird species with just click of a picture...	21	Experimental	1	Java
18	yassine-rd/bird_species_classification Using convolutional neural networks to build and train a deep learning model...	20	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...	20	Experimental	2	Dart
20	pryce-jones-systems/bird-watcher Lightweight CCTV system for watching birds in a feeder/nesting box. Uses...	19	Experimental	3	Go
21	HassanRady/160-bird-species-classification classifying 160 species of birds using resnet50 by pytorch framework	17	Experimental	1	Jupyter Notebook
22	ousscher/bird-recognition-dl This project focuses on bird species recognition using image classification...	12	Experimental	4	Jupyter Notebook
23	2mdipro7/aves-order-classifier This repository contains the codes and CV model for classifying all known...	11	Experimental	—	JavaScript
24	mohamedamine99/Birds-450-species-image-classification This project is an image classification task of 450 bird species using the...	11	Experimental	4	Jupyter Notebook

Comparisons in this category

Birds-Species-Classification and bird_species_classification (31 vs 20) Birds-Species-Classification and Birds-Image-Classification-Model (31 vs 26)