tags
Opencv-Python

FaceRecognition Realtime

• Installations `

  • face_recognition
  • opencv

• 介紹

• 本實作是透過face_recognition的套件進行相機的即時辨識人名, 根據image folder裡面的圖片資料集進行命名,根據需求將想要辯識的圖片檔案放入即可,本次實作主要將各項球類運動的明星進行辯識

• Find faces in pictures

  • Find all the faces that appear in a picture:

import face_recognition
image = face_recognition.load_image_file("your_file.jpg")
face_locations = face_recognition.face_locations(image)

• Find and manipulate facial features in pictures
  • Get the locations and outlines of each person's eyes, nose, mouth and chin.

import face_recognition
image = face_recognition.load_image_file("your_file.jpg")
face_landmarks_list = face_recognition.face_landmarks(image)

• Identify faces in pictures
  • Recognize who appears in each photo

import face_recognition
known_image = face_recognition.load_image_file("biden.jpg")
unknown_image = face_recognition.load_image_file("unknown.jpg")

biden_encoding = face_recognition.face_encodings(known_image)[0]
unknown_encoding = face_recognition.face_encodings(unknown_image)[0]

results = face_recognition.compare_faces([biden_encoding], unknown_encoding)

• 參考資料

  • https://github.com/ageitgey/face_recognition

• Demo影片

demo.mp4