Computer VisionIn progress2025

Face Detection Pipeline with REST API Support

A Python face detection pipeline with modular preprocessing and a REST API in front of it.

Amitesh Maurya

Technologies

  • Python
  • OpenCV (Haar Cascade)
  • NumPy
  • MTCNN
  • Dlib
  • Flask
  • REST API
  • Gradio UI
  • Computer Vision
  • Face Detection
  • Face Recognition

Summary

An in-depth, Python-based face detection pipeline utilizing OpenCV, MTCNN, Dlib, and the face_recognition library. With modular preprocessing, robust detection, and RESTful API support, this pipeline addresses various input types.