Computer Vision

OpenCV Tutorial

• OpenCV 3 Tutorials, Resources, and Guides
• How to install OpenCV 4 on Ubuntu

Face recognition

• How to build a custom face recognition dataset

With dlib

• Face recognition with OpenCV, Python, and deep learning

With dnn library (deep neurak network)

• Deep Learning with OpenCV
  Image Classification with GoogLeNet
• Face detection with OpenCV and deep learning
  Deep learning face detector is based on the Single Shot Detector (SSD) framework with a ResNet base network.
• OpenCV Face Recognition
  1. Detect faces
  2. Compute 128-d face embeddings to quantify a face
  3. Train a Support Vector Machine (SVM) on top of the embeddings
  4. Recognize faces in images and video streams

Face landmarks

• Facial landmarks with dlib, OpenCV, and Python
• Real-time facial landmark detection with OpenCV, Python, and dlib