Create app.py

app.py

@@ -0,0 +1,71 @@
+import cv2
+import numpy as np
+import face_recognition
+import os
+from datetime import datetime
+import gradio as gr
+
+path = 'images'
+images = []
+personNames = []
+myList = os.listdir(path)
+unkownEncodings=[]
+print(myList)
+for cu_img in myList:
+    current_Img = cv2.imread(f'{path}/{cu_img}')
+    images.append(current_Img)
+    personNames.append(os.path.splitext(cu_img)[0])
+print(personNames)
+
+
+def faceEncodings(images):
+    encodeList = []
+    for img in images:
+        img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
+        encode = face_recognition.face_encodings(img)[0]
+        encodeList.append(encode)
+    return encodeList
+
+
+
+encodeListKnown = faceEncodings(images)
+print('All Encodings Complete!!!')
+
+def Attandance(video):
+  cap = cv2.VideoCapture("messi-ronaldo-fb.jpg")
+  index=1
+  while True:
+      #try:
+          ret, frame = cap.read()
+          faces = cv2.resize(frame, (0, 0), None, 0.25, 0.25)
+          faces = cv2.cvtColor(faces, cv2.COLOR_BGR2RGB)
+  
+          facesCurrentFrame = face_recognition.face_locations(faces)
+          encodesCurrentFrame = face_recognition.face_encodings(faces, facesCurrentFrame)
+  
+          for encodeFace, faceLoc in zip(encodesCurrentFrame, facesCurrentFrame):
+              matches = face_recognition.compare_faces(encodeListKnown, encodeFace)
+              faceDis = face_recognition.face_distance(encodeListKnown, encodeFace)
+              # print(faceDis)
+              matchIndex = np.argmin(faceDis)
+  
+              if matches[matchIndex]:
+                  name = personNames[matchIndex].upper()             
+                  names.append(name)
+      
+          if cv2.waitKey(1) == 2:
+              break
+
+  return ''.join(name)
+
+demo=gr.Interface(fn=Attandance,
+                  inputs="video",
+                  outputs="text",
+                  title="Face Attendance",
+                  
+)
+demo.launch(debug=True)
+print(len(unkownEncodings))
+  
+  cap.release()
+  cv2.destroyAllWindows()