pupyl 0.10.3

🧿 Pupyl is a really fast image search library which you can index your own (millions of) images and find similar images in millisecond.

pupyl - A Python Image Search Library

🧿 pupyl what?

The pupyl project (pronounced pyoo·piel) is a pythonic library to perform image search tasks. It's intended to made easy reading, indexing, retrieving and maintaining a complete reverse image search engine. You can use it in your own data pipelines, web projects and wherever you find fit!

🎉 Getting started

📦 Installation

Installing pupyl on your environment is pretty easy:

# pypi
pip install pupyl

or

# anaconda
conda install -c policratus pupyl

🚸 Usage

from pupyl.search import PupylImageSearch
from pupyl.web import interface


SAMPLES = (
    'https://github.com/policratus/pupyl'
    + '/raw/master/samples/pupyl1kflickr.txt.xz'
)

SEARCH = PupylImageSearch()

SEARCH.index(SAMPLES)

interface.serve()

Disclaimer: the example above creates pupyl assets on your temporary directory. To define a non-volatile database, you should define data_dir parameter.

📌 Dependencies

See all dependencies here: dependencies.

🐧 Linux

Some linux distros are packaged without some essential applications to built pupyl dependencies. If during the installation you face errors like this:

error: command 'x86_64-linux-gnu-gcc' failed with exit status 1

try install C/C++ build dependencies and python development headers, like this:

# Debian/Ubuntu
sudo apt install build-essential python3-dev

# Fedora
sudo dnf install make automake gcc gcc-c++ kernel-devel python3-devel

# Redhat/CentOS
sudo yum groupinstall 'Development Tools'
sudo yum install python3-devel

# Suse/OpenSuse
zypper install -t pattern devel_basis
zypper install python3-dev

# Arch
sudo pacman -S base-devel python3-dev

# Clearlinux
sudo swupd bundle-add c-basic python-basic-dev

📝 Documentation

See a quick reference guide on the repository wiki. Complete API reference coming soon.