Create face_analyzer.py

access_control_python/face_analyzer.py

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+import numpy as np
+import cv2
+import base64
+import requests
+import json
+cam = cv2.VideoCapture(0)
+
+while True:
+    ret, img = cam.read()
+    ret, jpg_buffer = cv2.imencode('.jpg',img)
+    b64_img = base64.b64encode(jpg_buffer)
+    data = {"image":b64_img.decode("utf-8")}
+    res = requests.post("https://racist.siwatsystem.com/process_image",json=data)
+    res = res.content.decode("utf-8")
+    res = json.loads(res)
+    #print(req)
+    if len(res) >0:
+        if (res[0]['dominant_race']=="asian"):
+            print("Ching Chong")
+        elif(res[0]['dominant_race']=="black"):
+            print("CRIMINAL!!")
+        elif (res[0]['dominant_race']=="white"):
+            print("Ding Dong")