Welcome to inaFaceAnalyzer’s documentation!

inaFaceAnalyzer is a Python toolbox designed for large-scale analysis of faces in image or video streams. It provides a modular processing pipeline allowing to predict age and gender from faces.

Should you need further details regarding this work, please refer to the following paper: David Doukhan and Thomas Petit (2022), inaFaceAnalyzer: a Python toolbox for large-scale face-based description of gender representation in media with limited gender, racial and age biases, JOSS - The journal of Open Source Software (currently being reviewed)

User Guide and API documentation

• Installation
  • Installing from sources on ubuntu
  • Installing from pypi on ubuntu
  • Using docker image

API documentation

• Media processing engines
  • FaceAnalyzer
  • ImageAnalyzer
  • VideoAnalyzer
  • VideoKeyframes
  • VideoTracking
• Defining a face detection method
  • FaceDetector
  • LibFaceDetection
  • OcvCnnFacedetector
  • IdentityFaceDetector
• Choosing a face classification model
  • FaceClassifier
  • Resnet50FairFace
  • Resnet50FairFaceGRA
  • OxfordVggFace
  • Vggface_LSVM_YTF
  • Vggface_LSVM_FairFace
• Exporting and Displaying Analysis results
  • Exporting analysis results to table formats
  • Visualizing analysis results
  • Playing videos in notebooks
• Data Structures
  • Rect
  • Detection
  • TrackDetection

Indices and tables

• Index

• Module Index

• Search Page