commit 68ba0a7d985eadd9fbfb1ee172c49e434ec19caa Author: Naufal Date: Sun Sep 24 21:34:10 2023 +0800 first commit diff --git a/app.py b/app.py new file mode 100644 index 0000000..63b5a1b --- /dev/null +++ b/app.py @@ -0,0 +1,43 @@ +import face_recognition +import cv2 +import os + +image_to_scan = 'image1.jpg' +image_dataset_folder = 'faces' + +# Load the image to scan +image = face_recognition.load_image_file(image_to_scan) + +# Detect the faces in the image +face_locations = face_recognition.face_locations(image) + +# Draw a rectangle around each detected face using OpenCV +for (top, right, bottom, left) in face_locations: + cv2.rectangle(image, (left, top), (right, bottom), (0, 255, 0), 2) + +# Display the image with the detected faces in a window +cv2.imshow('Faces', image) +cv2.waitKey(0) + +# Load the images from the 'faces' folder and store them in a list +images = [] +for filename in os.listdir(image_dataset_folder): + # if the file name ends with '.jpg' or '.png' + if filename.endswith('.jpg') or filename.endswith('.png'): + images.append(face_recognition.load_image_file(os.path.join(image_dataset_folder, filename))) + +# Loop through the list of images and detect the faces in each image using face_recognition +for image in images: + # Detect the faces in the image + face_locations = face_recognition.face_locations(image) + + # Draw a rectangle around each detected face using OpenCV + for (top, right, bottom, left) in face_locations: + cv2.rectangle(image, (left, top), (right, bottom), (0, 255, 0), 2) + + # Display the images with the detected faces in a window + cv2.imshow('Faces', image) + cv2.waitKey(0) + +# Wait for the user to press a key to exit the program +cv2.destroyAllWindows() \ No newline at end of file