mahdi-darvish/Comparative-Analysis-of-ConvNet-Architecture-on-Bird-Species-Dataset
An implementation of famous convolutional neural networks on Bird species dataset using Python 3, Keras, and Tensorflow.
This project offers a comparative analysis of different convolutional neural network (ConvNet) architectures for classifying bird species from images. It takes bird images as input and produces classifications and performance metrics for various ConvNet models. This is ideal for researchers or students in computer vision or ornithology looking to understand how different neural network designs impact bird species identification.
No commits in the last 6 months.
Use this if you want to explore and compare the effectiveness of established ConvNet architectures for image classification tasks, specifically with bird species imagery.
Not ideal if you are looking for a ready-to-use application for immediate bird species identification without diving into the underlying model architectures and code.
Stars
9
Forks
1
Language
Jupyter Notebook
License
—
Category
Last pushed
Mar 17, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/mahdi-darvish/Comparative-Analysis-of-ConvNet-Architecture-on-Bird-Species-Dataset"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
CompRhys/aviary
The Wren sits on its Roost in the Aviary.
shashanksola/bird-species-classification-in-natural-habitat
The aim of this project is to predict Indian bird species. This project can validate if the...
Jellman86/YetAnother-WhosAtMyFeeder
🐦 AI-powered bird identification for Frigate NVR. Classifies birds from your feeder camera using...
NikhilK-84/remote-bird-species-detection-using-cnn-project
This project aims to detect bird species using a Convolutional Neural Network (CNN). The model...
Neuromorphicism/neuromorphic-bird-classifier-desktop-app-dvs-stream-cli-and-gui
Neuromorphic Bird Classifier Desktop App (NeuroBCDA) bundled with Live Event Camera Simulator