A vocabulary tree for image classification have been designed to be integrated in
mobile robotic applications. It is a learning schema based on decission trees, bags of
features and inverted files. The design provides training and optimization parameters that
have been characterized using several detectors and descriptors for several input datasets.
Evaluation tests performed on public image databases allow to compare obtained results
with previously published literature. All the tools and resources used in this project are
Open Source licensed.

Project Activity

See All Activity >

Categories

Machine Learning

License

GNU General Public License version 2.0 (GPLv2)

Follow PyVocabularyTree

PyVocabularyTree Web Site

You Might Also Like
Red Hat Ansible Automation Platform on Microsoft Azure Icon
Red Hat Ansible Automation Platform on Microsoft Azure

Red Hat Ansible Automation Platform on Azure allows you to quickly deploy, automate, and manage resources securely and at scale.

Deploy Red Hat Ansible Automation Platform on Microsoft Azure for a strategic automation solution that allows you to orchestrate, govern and operationalize your Azure environment.
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of PyVocabularyTree!

Additional Project Details

Operating Systems

Linux

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2012-04-21