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import os | |
import face_recognition | |
import cv2 | |
import joblib | |
import gradio as gr | |
encodings = joblib.load(os.path.join('.', 'saved_encodings')) | |
names = joblib.load(os.path.join('.', 'saved_names')) | |
def FaceRec(img): | |
img_enc = face_recognition.face_encodings(img)[0] | |
results = face_recognition.compare_faces((encodings), img_enc) | |
for i in range(len(results)): | |
if results[i]: | |
name = names[i] | |
(top, right, bottom, left) = face_recognition.face_locations(img)[0] | |
cv2.rectangle(img, (left, top), (right, bottom), (0, 0, 255), 2) | |
cv2.putText(img, name, (left+2, bottom+20), cv2.FONT_HERSHEY_PLAIN, 1, (255, 255, 255), 1) | |
return img | |
interface = gr.Interface(FaceRec, gr.inputs.Image(shape=(200,200)), "image") | |
interface.launch(debug = True, inline = False) |