added face encodings pagejj

pages/3_Face Encodings.py

@@ -53,18 +53,21 @@ def step3_page():
             cols[i].image(os.path.join(img_dir, img), use_column_width=True)
             cols[i].write(face_name)
     st.subheader("Lets create face encodings for the known-faces.")
-    face_encodings_dict = {}
+    # face_encodings_dict = {}
     if st.button("Create Face Encodings"):
         my_bar = st.progress(0, text="Generating face encodings...")
         if len(images) > 0:
             for i, img in enumerate(images):
                 face_image = face_recognition.load_image_file(os.path.join(img_dir, img))
+                my_face_encoding = face_recognition.face_encodings(face_image)
                 my_bar.progress(int((i + 1) / len(images) * 100), text="Generating face encodings...")
-                face_encodings_dict[img.split("_")[1]] = face_recognition.face_encodings(face_image).tolist()
+                with open(os.path.join(".sessions", get_login()["username"], img.split("_")[1]+".npy"), 'wb') as f:
+                    np.save(f, my_face_encoding)
+                # face_encodings_dict[img.split("_")[1]] = my_face_encoding.tolist()
             my_bar.progress(100, text="Successfully encoded all the known faces!")
             st.success("Face encoding completed successfully!")
-            with open(os.path.join(".sessions", get_login()["username"], "face_encodings.json"), "w") as write_file:
-                json.dump(face_encodings_dict, write_file, indent=4)
+            # with open(os.path.join(".sessions", get_login()["username"], "face_encodings.json"), "w") as write_file:
+            #     json.dump(face_encodings_dict, write_file, indent=4)
             complete_level(LEVEL)
         else:
             my_bar.empty()