Skip to content

pyannote/pyannote-video

Folders and files

NameName
Last commit message
Last commit date

Latest commit

Jul 2, 2021
5aded79 · Jul 2, 2021
Jan 18, 2020
May 22, 2018
Jul 2, 2021
Jul 2, 2021
Oct 9, 2015
Aug 31, 2016
Nov 19, 2018
Mar 30, 2017
Oct 9, 2015
May 11, 2016
May 22, 2018
Oct 9, 2015
Dec 3, 2019
Oct 9, 2015

Repository files navigation

Announcement

Open postdoc position at LIMSI combining machine learning, NLP, speech processing, and computer vision.

pyannote-video

a toolkit for face detection, tracking, and clustering in videos

Installation

Create a new conda environment:

$ conda create -n pyannote python=3.6 anaconda
$ source activate pyannote

Install pyannote-video and its dependencies:

$ pip install pyannote-video

Download dlib models:

$ git clone https://github.com/pyannote/pyannote-data.git
$ git clone https://github.com/davisking/dlib-models.git
$ bunzip2 dlib-models/dlib_face_recognition_resnet_model_v1.dat.bz2
$ bunzip2 dlib-models/shape_predictor_68_face_landmarks.dat.bz2

Tutorial

To execute the "Getting started" notebook locally, download the example video and pyannote.video source code:

$ git clone https://github.com/pyannote/pyannote-data.git
$ git clone https://github.com/pyannote/pyannote-video.git
$ pip install jupyter
$ jupyter notebook --notebook-dir="pyannote-video/doc"

Documentation

No proper documentation for the time being...