face_recognition library
import face_recognition
import cv2
import numpy as np
# This is a demo of running face recognition on live video from your webcam. It's a little more complicated than the
# other example, but it includes some basic performance tweaks to make things run a lot faster:
# 1. Process each video frame at 1/4 resolution (though still display it at full resolution)
# 2. Only detect faces in every other frame of video.
# PLEASE NOTE: This example requires OpenCV (the `cv2` library) to be installed only to read from your webcam.
# OpenCV is *not* required to use the face_recognition library. It's only required if you want to run this
# specific demo. If you have trouble installing it, try any of the other demos that don't require it instead.
# Get a reference to webcam #0 (the default one)
video_capture = cv2.VideoCapture(0)
# Load a second sample picture and learn how to recognize it.
karim_image = face_recognition.load_image_file("images/karim.jpg")
karim_face_encoding = face_recognition.face_encodings(karim_image)[0]
# Load a second sample picture and learn how to recognize it.
ahmed_bouk_image = face_recognition.load_image_file("images/ahmed_boukadi.jpg")
ahmed_bouk_face_encoding = face_recognition.face_encodings(ahmed_bouk_image)[0]
# Load a second sample picture and learn how to recognize it.
ahmed_ben_ismail_image = face_recognition.load_image_file("images/Ahmed_ben_ismail.jpg")
ahmed_ben_ismail_face_encoding = face_recognition.face_encodings(ahmed_ben_ismail_image)[0]
# Load a second sample picture and learn how to recognize it.
nafaa_image = face_recognition.load_image_file("images/nafaa.jpg")
nafaa_face_encoding = face_recognition.face_encodings(nafaa_image)[0]
# Create arrays of known face encodings and their names
known_face_encodings = [
karim_face_encoding,
ahmed_bouk_face_encoding,
ahmed_ben_ismail_face_encoding,
nafaa_face_encoding
]
known_face_names = [
"Karim Mezhoud",
"Ahmed Boukadi",
"Ahmed Ben Ismail",
"Nafaa Reguigui"
]
# Initialize some variables
face_locations = []
face_encodings = []
face_names = []
process_this_frame = True
while True:
# Grab a single frame of video
ret, frame = video_capture.read()
# Resize frame of video to 1/4 size for faster face recognition processing
small_frame = cv2.resize(frame, (0, 0), fx=0.25, fy=0.25)
# Convert the image from BGR color (which OpenCV uses) to RGB color (which face_recognition uses)
rgb_small_frame = small_frame[:, :, ::-1]
# Only process every other frame of video to save time
if process_this_frame:
# Find all the faces and face encodings in the current frame of video
face_locations = face_recognition.face_locations(rgb_small_frame)
face_encodings = face_recognition.face_encodings(rgb_small_frame, face_locations)
face_names = []
for face_encoding in face_encodings:
# See if the face is a match for the known face(s)
matches = face_recognition.compare_faces(known_face_encodings, face_encoding)
name = "Unknown"
# # If a match was found in known_face_encodings, just use the first one.
# if True in matches:
# first_match_index = matches.index(True)
# name = known_face_names[first_match_index]
# Or instead, use the known face with the smallest distance to the new face
face_distances = face_recognition.face_distance(known_face_encodings, face_encoding)
best_match_index = np.argmin(face_distances)
if matches[best_match_index]:
name = known_face_names[best_match_index]
face_names.append(name)
process_this_frame = not process_this_frame
# Display the results
for (top, right, bottom, left), name in zip(face_locations, face_names):
# Scale back up face locations since the frame we detected in was scaled to 1/4 size
top *= 4
right *= 4
bottom *= 4
left *= 4
# Draw a box around the face
cv2.rectangle(frame, (left, top), (right, bottom), (0, 0, 255), 2)
# Draw a label with a name below the face
cv2.rectangle(frame, (left, bottom - 35), (right, bottom), (0, 0, 255), cv2.FILLED)
font = cv2.FONT_HERSHEY_DUPLEX
cv2.putText(frame, name, (left + 6, bottom - 6), font, 1.0, (255, 255, 255), 1)
# Display the resulting image
cv2.imshow('Video', frame)
# Hit 'q' on the keyboard to quit!
if cv2.waitKey(1) & 0xFF == ord('q'):
break
# Release handle to the webcam
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 156, 166],
## [129, 145, 155],
## [139, 155, 165]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 160, 170],
## [134, 150, 160],
## [138, 154, 164]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 156, 166],
## [155, 164, 174],
## [140, 149, 159]],
##
## ...,
##
## [[155, 162, 168],
## [153, 161, 167],
## [151, 162, 165],
## ...,
## [206, 222, 230],
## [206, 222, 230],
## [206, 222, 230]],
##
## [[156, 162, 173],
## [156, 162, 173],
## [154, 163, 171],
## ...,
## [203, 225, 237],
## [204, 224, 236],
## [204, 224, 236]],
##
## [[156, 162, 173],
## [156, 162, 173],
## [154, 163, 171],
## ...,
## [202, 224, 236],
## [205, 225, 237],
## [207, 227, 239]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 156, 166],
## [129, 145, 155],
## [139, 155, 165]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 160, 170],
## [134, 150, 160],
## [138, 154, 164]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 156, 166],
## [155, 164, 174],
## [140, 149, 159]],
##
## ...,
##
## [[155, 162, 168],
## [153, 161, 167],
## [151, 162, 165],
## ...,
## [206, 222, 230],
## [206, 222, 230],
## [206, 222, 230]],
##
## [[156, 162, 173],
## [156, 162, 173],
## [154, 163, 171],
## ...,
## [203, 225, 237],
## [204, 224, 236],
## [204, 224, 236]],
##
## [[156, 162, 173],
## [156, 162, 173],
## [154, 163, 171],
## ...,
## [202, 224, 236],
## [205, 225, 237],
## [207, 227, 239]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 156, 166],
## [129, 145, 155],
## [139, 155, 165]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 160, 170],
## [134, 150, 160],
## [138, 154, 164]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 156, 166],
## [155, 164, 174],
## [140, 149, 159]],
##
## ...,
##
## [[155, 162, 168],
## [153, 161, 167],
## [151, 162, 165],
## ...,
## [206, 222, 230],
## [206, 222, 230],
## [206, 222, 230]],
##
## [[156, 162, 173],
## [156, 162, 173],
## [154, 163, 171],
## ...,
## [203, 225, 237],
## [204, 224, 236],
## [204, 224, 236]],
##
## [[156, 162, 173],
## [156, 162, 173],
## [154, 163, 171],
## ...,
## [202, 224, 236],
## [205, 225, 237],
## [207, 227, 239]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [134, 147, 150],
## [141, 154, 157],
## [143, 156, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 152, 155],
## [142, 155, 158],
## [142, 155, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 157, 158],
## [142, 158, 161],
## [145, 160, 163]],
##
## ...,
##
## [[152, 163, 171],
## [149, 161, 169],
## [153, 165, 173],
## ...,
## [205, 220, 225],
## [211, 223, 231],
## [212, 224, 232]],
##
## [[155, 164, 173],
## [156, 165, 174],
## [157, 164, 173],
## ...,
## [212, 226, 234],
## [213, 225, 235],
## [213, 225, 235]],
##
## [[156, 165, 174],
## [156, 165, 174],
## [157, 164, 173],
## ...,
## [213, 228, 235],
## [214, 226, 236],
## [214, 226, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [134, 147, 150],
## [141, 154, 157],
## [143, 156, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 152, 155],
## [142, 155, 158],
## [142, 155, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 157, 158],
## [142, 158, 161],
## [145, 160, 163]],
##
## ...,
##
## [[152, 163, 171],
## [149, 161, 169],
## [153, 165, 173],
## ...,
## [205, 220, 225],
## [211, 223, 231],
## [212, 224, 232]],
##
## [[155, 164, 173],
## [156, 165, 174],
## [157, 164, 173],
## ...,
## [212, 226, 234],
## [213, 225, 235],
## [213, 225, 235]],
##
## [[156, 165, 174],
## [156, 165, 174],
## [157, 164, 173],
## ...,
## [213, 228, 235],
## [214, 226, 236],
## [214, 226, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [134, 147, 150],
## [141, 154, 157],
## [143, 156, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 152, 155],
## [142, 155, 158],
## [142, 155, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 157, 158],
## [142, 158, 161],
## [145, 160, 163]],
##
## ...,
##
## [[152, 163, 171],
## [149, 161, 169],
## [153, 165, 173],
## ...,
## [205, 220, 225],
## [211, 223, 231],
## [212, 224, 232]],
##
## [[155, 164, 173],
## [156, 165, 174],
## [157, 164, 173],
## ...,
## [212, 226, 234],
## [213, 225, 235],
## [213, 225, 235]],
##
## [[156, 165, 174],
## [156, 165, 174],
## [157, 164, 173],
## ...,
## [213, 228, 235],
## [214, 226, 236],
## [214, 226, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 152, 156],
## [146, 154, 160],
## [143, 151, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 152, 156],
## [144, 152, 158],
## [145, 153, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 152, 156],
## [141, 151, 157],
## [142, 152, 158]],
##
## ...,
##
## [[160, 162, 164],
## [159, 160, 162],
## [159, 162, 167],
## ...,
## [204, 220, 221],
## [211, 222, 221],
## [213, 225, 224]],
##
## [[160, 164, 177],
## [160, 164, 177],
## [160, 164, 175],
## ...,
## [206, 222, 225],
## [211, 225, 224],
## [218, 232, 231]],
##
## [[161, 165, 178],
## [163, 166, 180],
## [160, 164, 175],
## ...,
## [210, 225, 228],
## [213, 227, 226],
## [216, 230, 228]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 152, 156],
## [146, 154, 160],
## [143, 151, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 152, 156],
## [144, 152, 158],
## [145, 153, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 152, 156],
## [141, 151, 157],
## [142, 152, 158]],
##
## ...,
##
## [[160, 162, 164],
## [159, 160, 162],
## [159, 162, 167],
## ...,
## [204, 220, 221],
## [211, 222, 221],
## [213, 225, 224]],
##
## [[160, 164, 177],
## [160, 164, 177],
## [160, 164, 175],
## ...,
## [206, 222, 225],
## [211, 225, 224],
## [218, 232, 231]],
##
## [[161, 165, 178],
## [163, 166, 180],
## [160, 164, 175],
## ...,
## [210, 225, 228],
## [213, 227, 226],
## [216, 230, 228]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 152, 156],
## [146, 154, 160],
## [143, 151, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 152, 156],
## [144, 152, 158],
## [145, 153, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 152, 156],
## [141, 151, 157],
## [142, 152, 158]],
##
## ...,
##
## [[160, 162, 164],
## [159, 160, 162],
## [159, 162, 167],
## ...,
## [204, 220, 221],
## [211, 222, 221],
## [213, 225, 224]],
##
## [[160, 164, 177],
## [160, 164, 177],
## [160, 164, 175],
## ...,
## [206, 222, 225],
## [211, 225, 224],
## [218, 232, 231]],
##
## [[161, 165, 178],
## [163, 166, 180],
## [160, 164, 175],
## ...,
## [210, 225, 228],
## [213, 227, 226],
## [216, 230, 228]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 150, 157],
## [145, 151, 155],
## [149, 154, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [146, 152, 158],
## [145, 151, 155],
## [146, 152, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 155],
## [148, 152, 154],
## [148, 152, 154]],
##
## ...,
##
## [[160, 160, 167],
## [160, 160, 167],
## [158, 161, 167],
## ...,
## [211, 223, 231],
## [210, 222, 230],
## [209, 220, 228]],
##
## [[159, 159, 166],
## [159, 159, 166],
## [158, 161, 167],
## ...,
## [213, 227, 237],
## [211, 222, 234],
## [211, 222, 234]],
##
## [[159, 159, 166],
## [159, 159, 166],
## [158, 161, 167],
## ...,
## [216, 229, 240],
## [211, 222, 234],
## [210, 221, 233]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 150, 157],
## [145, 151, 155],
## [149, 154, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [146, 152, 158],
## [145, 151, 155],
## [146, 152, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 155],
## [148, 152, 154],
## [148, 152, 154]],
##
## ...,
##
## [[160, 160, 167],
## [160, 160, 167],
## [158, 161, 167],
## ...,
## [211, 223, 231],
## [210, 222, 230],
## [209, 220, 228]],
##
## [[159, 159, 166],
## [159, 159, 166],
## [158, 161, 167],
## ...,
## [213, 227, 237],
## [211, 222, 234],
## [211, 222, 234]],
##
## [[159, 159, 166],
## [159, 159, 166],
## [158, 161, 167],
## ...,
## [216, 229, 240],
## [211, 222, 234],
## [210, 221, 233]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 150, 157],
## [145, 151, 155],
## [149, 154, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [146, 152, 158],
## [145, 151, 155],
## [146, 152, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 155],
## [148, 152, 154],
## [148, 152, 154]],
##
## ...,
##
## [[160, 160, 167],
## [160, 160, 167],
## [158, 161, 167],
## ...,
## [211, 223, 231],
## [210, 222, 230],
## [209, 220, 228]],
##
## [[159, 159, 166],
## [159, 159, 166],
## [158, 161, 167],
## ...,
## [213, 227, 237],
## [211, 222, 234],
## [211, 222, 234]],
##
## [[159, 159, 166],
## [159, 159, 166],
## [158, 161, 167],
## ...,
## [216, 229, 240],
## [211, 222, 234],
## [210, 221, 233]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [138, 152, 160],
## [140, 157, 163],
## [137, 154, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 154, 162],
## [138, 155, 160],
## [139, 156, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 156, 161],
## [139, 153, 161],
## [142, 157, 164]],
##
## ...,
##
## [[155, 163, 165],
## [155, 163, 165],
## [153, 162, 164],
## ...,
## [211, 221, 227],
## [212, 222, 228],
## [213, 223, 229]],
##
## [[151, 162, 165],
## [151, 162, 165],
## [155, 163, 165],
## ...,
## [210, 222, 230],
## [211, 221, 227],
## [213, 223, 229]],
##
## [[151, 162, 165],
## [151, 162, 165],
## [156, 165, 166],
## ...,
## [212, 224, 232],
## [212, 222, 228],
## [208, 218, 224]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [138, 152, 160],
## [140, 157, 163],
## [137, 154, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 154, 162],
## [138, 155, 160],
## [139, 156, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 156, 161],
## [139, 153, 161],
## [142, 157, 164]],
##
## ...,
##
## [[155, 163, 165],
## [155, 163, 165],
## [153, 162, 164],
## ...,
## [211, 221, 227],
## [212, 222, 228],
## [213, 223, 229]],
##
## [[151, 162, 165],
## [151, 162, 165],
## [155, 163, 165],
## ...,
## [210, 222, 230],
## [211, 221, 227],
## [213, 223, 229]],
##
## [[151, 162, 165],
## [151, 162, 165],
## [156, 165, 166],
## ...,
## [212, 224, 232],
## [212, 222, 228],
## [208, 218, 224]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [138, 152, 160],
## [140, 157, 163],
## [137, 154, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 154, 162],
## [138, 155, 160],
## [139, 156, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 156, 161],
## [139, 153, 161],
## [142, 157, 164]],
##
## ...,
##
## [[155, 163, 165],
## [155, 163, 165],
## [153, 162, 164],
## ...,
## [211, 221, 227],
## [212, 222, 228],
## [213, 223, 229]],
##
## [[151, 162, 165],
## [151, 162, 165],
## [155, 163, 165],
## ...,
## [210, 222, 230],
## [211, 221, 227],
## [213, 223, 229]],
##
## [[151, 162, 165],
## [151, 162, 165],
## [156, 165, 166],
## ...,
## [212, 224, 232],
## [212, 222, 228],
## [208, 218, 224]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 157],
## [141, 148, 154],
## [143, 151, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 153, 159],
## [143, 151, 157],
## [142, 149, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 154, 160],
## [145, 153, 159],
## [144, 152, 158]],
##
## ...,
##
## [[152, 161, 162],
## [152, 161, 162],
## [155, 163, 165],
## ...,
## [204, 220, 232],
## [207, 222, 236],
## [208, 223, 237]],
##
## [[149, 160, 161],
## [149, 160, 161],
## [154, 165, 164],
## ...,
## [214, 228, 245],
## [211, 224, 248],
## [210, 223, 247]],
##
## [[150, 161, 162],
## [151, 162, 164],
## [154, 165, 164],
## ...,
## [211, 226, 243],
## [211, 224, 248],
## [214, 226, 250]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 157],
## [141, 148, 154],
## [143, 151, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 153, 159],
## [143, 151, 157],
## [142, 149, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 154, 160],
## [145, 153, 159],
## [144, 152, 158]],
##
## ...,
##
## [[152, 161, 162],
## [152, 161, 162],
## [155, 163, 165],
## ...,
## [204, 220, 232],
## [207, 222, 236],
## [208, 223, 237]],
##
## [[149, 160, 161],
## [149, 160, 161],
## [154, 165, 164],
## ...,
## [214, 228, 245],
## [211, 224, 248],
## [210, 223, 247]],
##
## [[150, 161, 162],
## [151, 162, 164],
## [154, 165, 164],
## ...,
## [211, 226, 243],
## [211, 224, 248],
## [214, 226, 250]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 157],
## [141, 148, 154],
## [143, 151, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 153, 159],
## [143, 151, 157],
## [142, 149, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 154, 160],
## [145, 153, 159],
## [144, 152, 158]],
##
## ...,
##
## [[152, 161, 162],
## [152, 161, 162],
## [155, 163, 165],
## ...,
## [204, 220, 232],
## [207, 222, 236],
## [208, 223, 237]],
##
## [[149, 160, 161],
## [149, 160, 161],
## [154, 165, 164],
## ...,
## [214, 228, 245],
## [211, 224, 248],
## [210, 223, 247]],
##
## [[150, 161, 162],
## [151, 162, 164],
## [154, 165, 164],
## ...,
## [211, 226, 243],
## [211, 224, 248],
## [214, 226, 250]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 152, 163],
## [139, 147, 158],
## [141, 150, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 153, 164],
## [144, 153, 164],
## [143, 152, 163]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [148, 157, 166],
## [145, 155, 163],
## [144, 154, 162]],
##
## ...,
##
## [[153, 161, 169],
## [153, 161, 169],
## [155, 162, 168],
## ...,
## [206, 221, 233],
## [207, 218, 231],
## [206, 217, 230]],
##
## [[153, 161, 169],
## [152, 159, 168],
## [154, 160, 166],
## ...,
## [211, 227, 237],
## [211, 220, 230],
## [210, 218, 229]],
##
## [[153, 161, 169],
## [153, 161, 169],
## [154, 160, 166],
## ...,
## [211, 227, 237],
## [213, 222, 233],
## [211, 220, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 152, 163],
## [139, 147, 158],
## [141, 150, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 153, 164],
## [144, 153, 164],
## [143, 152, 163]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [148, 157, 166],
## [145, 155, 163],
## [144, 154, 162]],
##
## ...,
##
## [[153, 161, 169],
## [153, 161, 169],
## [155, 162, 168],
## ...,
## [206, 221, 233],
## [207, 218, 231],
## [206, 217, 230]],
##
## [[153, 161, 169],
## [152, 159, 168],
## [154, 160, 166],
## ...,
## [211, 227, 237],
## [211, 220, 230],
## [210, 218, 229]],
##
## [[153, 161, 169],
## [153, 161, 169],
## [154, 160, 166],
## ...,
## [211, 227, 237],
## [213, 222, 233],
## [211, 220, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 152, 163],
## [139, 147, 158],
## [141, 150, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 153, 164],
## [144, 153, 164],
## [143, 152, 163]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [148, 157, 166],
## [145, 155, 163],
## [144, 154, 162]],
##
## ...,
##
## [[153, 161, 169],
## [153, 161, 169],
## [155, 162, 168],
## ...,
## [206, 221, 233],
## [207, 218, 231],
## [206, 217, 230]],
##
## [[153, 161, 169],
## [152, 159, 168],
## [154, 160, 166],
## ...,
## [211, 227, 237],
## [211, 220, 230],
## [210, 218, 229]],
##
## [[153, 161, 169],
## [153, 161, 169],
## [154, 160, 166],
## ...,
## [211, 227, 237],
## [213, 222, 233],
## [211, 220, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 153],
## [146, 153, 154],
## [149, 155, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 153],
## [145, 151, 153],
## [146, 153, 154]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 155],
## [145, 151, 153],
## [142, 148, 150]],
##
## ...,
##
## [[154, 159, 168],
## [154, 159, 168],
## [153, 161, 167],
## ...,
## [204, 221, 227],
## [208, 222, 230],
## [209, 223, 231]],
##
## [[154, 160, 166],
## [154, 160, 166],
## [155, 162, 168],
## ...,
## [209, 223, 229],
## [211, 223, 231],
## [210, 222, 230]],
##
## [[154, 160, 166],
## [156, 161, 167],
## [156, 163, 170],
## ...,
## [209, 223, 229],
## [211, 223, 231],
## [211, 223, 231]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 153],
## [146, 153, 154],
## [149, 155, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 153],
## [145, 151, 153],
## [146, 153, 154]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 155],
## [145, 151, 153],
## [142, 148, 150]],
##
## ...,
##
## [[154, 159, 168],
## [154, 159, 168],
## [153, 161, 167],
## ...,
## [204, 221, 227],
## [208, 222, 230],
## [209, 223, 231]],
##
## [[154, 160, 166],
## [154, 160, 166],
## [155, 162, 168],
## ...,
## [209, 223, 229],
## [211, 223, 231],
## [210, 222, 230]],
##
## [[154, 160, 166],
## [156, 161, 167],
## [156, 163, 170],
## ...,
## [209, 223, 229],
## [211, 223, 231],
## [211, 223, 231]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 153],
## [146, 153, 154],
## [149, 155, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 153],
## [145, 151, 153],
## [146, 153, 154]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 155],
## [145, 151, 153],
## [142, 148, 150]],
##
## ...,
##
## [[154, 159, 168],
## [154, 159, 168],
## [153, 161, 167],
## ...,
## [204, 221, 227],
## [208, 222, 230],
## [209, 223, 231]],
##
## [[154, 160, 166],
## [154, 160, 166],
## [155, 162, 168],
## ...,
## [209, 223, 229],
## [211, 223, 231],
## [210, 222, 230]],
##
## [[154, 160, 166],
## [156, 161, 167],
## [156, 163, 170],
## ...,
## [209, 223, 229],
## [211, 223, 231],
## [211, 223, 231]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 157],
## [143, 150, 159],
## [144, 151, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 157],
## [143, 150, 159],
## [143, 150, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [147, 153, 157],
## [145, 151, 155],
## [144, 150, 154]],
##
## ...,
##
## [[150, 157, 166],
## [150, 157, 166],
## [156, 160, 169],
## ...,
## [206, 222, 230],
## [208, 222, 230],
## [208, 222, 230]],
##
## [[150, 158, 164],
## [152, 160, 166],
## [159, 161, 170],
## ...,
## [207, 224, 229],
## [209, 223, 231],
## [208, 222, 230]],
##
## [[152, 160, 166],
## [153, 161, 167],
## [159, 161, 170],
## ...,
## [207, 224, 229],
## [209, 223, 231],
## [209, 223, 231]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 157],
## [143, 150, 159],
## [144, 151, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 157],
## [143, 150, 159],
## [143, 150, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [147, 153, 157],
## [145, 151, 155],
## [144, 150, 154]],
##
## ...,
##
## [[150, 157, 166],
## [150, 157, 166],
## [156, 160, 169],
## ...,
## [206, 222, 230],
## [208, 222, 230],
## [208, 222, 230]],
##
## [[150, 158, 164],
## [152, 160, 166],
## [159, 161, 170],
## ...,
## [207, 224, 229],
## [209, 223, 231],
## [208, 222, 230]],
##
## [[152, 160, 166],
## [153, 161, 167],
## [159, 161, 170],
## ...,
## [207, 224, 229],
## [209, 223, 231],
## [209, 223, 231]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 157],
## [143, 150, 159],
## [144, 151, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 151, 157],
## [143, 150, 159],
## [143, 150, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [147, 153, 157],
## [145, 151, 155],
## [144, 150, 154]],
##
## ...,
##
## [[150, 157, 166],
## [150, 157, 166],
## [156, 160, 169],
## ...,
## [206, 222, 230],
## [208, 222, 230],
## [208, 222, 230]],
##
## [[150, 158, 164],
## [152, 160, 166],
## [159, 161, 170],
## ...,
## [207, 224, 229],
## [209, 223, 231],
## [208, 222, 230]],
##
## [[152, 160, 166],
## [153, 161, 167],
## [159, 161, 170],
## ...,
## [207, 224, 229],
## [209, 223, 231],
## [209, 223, 231]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 152, 158],
## [142, 155, 158],
## [146, 159, 162]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 156, 161],
## [142, 155, 158],
## [143, 156, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [138, 152, 158],
## [141, 154, 157],
## [141, 154, 157]],
##
## ...,
##
## [[155, 157, 170],
## [154, 156, 169],
## [157, 161, 172],
## ...,
## [210, 224, 234],
## [209, 223, 231],
## [208, 222, 230]],
##
## [[156, 158, 171],
## [158, 159, 173],
## [159, 160, 174],
## ...,
## [211, 225, 235],
## [211, 225, 235],
## [210, 224, 234]],
##
## [[158, 159, 173],
## [159, 160, 174],
## [159, 160, 174],
## ...,
## [213, 227, 237],
## [212, 226, 236],
## [212, 226, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 152, 158],
## [142, 155, 158],
## [146, 159, 162]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 156, 161],
## [142, 155, 158],
## [143, 156, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [138, 152, 158],
## [141, 154, 157],
## [141, 154, 157]],
##
## ...,
##
## [[155, 157, 170],
## [154, 156, 169],
## [157, 161, 172],
## ...,
## [210, 224, 234],
## [209, 223, 231],
## [208, 222, 230]],
##
## [[156, 158, 171],
## [158, 159, 173],
## [159, 160, 174],
## ...,
## [211, 225, 235],
## [211, 225, 235],
## [210, 224, 234]],
##
## [[158, 159, 173],
## [159, 160, 174],
## [159, 160, 174],
## ...,
## [213, 227, 237],
## [212, 226, 236],
## [212, 226, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 152, 158],
## [142, 155, 158],
## [146, 159, 162]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 156, 161],
## [142, 155, 158],
## [143, 156, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [138, 152, 158],
## [141, 154, 157],
## [141, 154, 157]],
##
## ...,
##
## [[155, 157, 170],
## [154, 156, 169],
## [157, 161, 172],
## ...,
## [210, 224, 234],
## [209, 223, 231],
## [208, 222, 230]],
##
## [[156, 158, 171],
## [158, 159, 173],
## [159, 160, 174],
## ...,
## [211, 225, 235],
## [211, 225, 235],
## [210, 224, 234]],
##
## [[158, 159, 173],
## [159, 160, 174],
## [159, 160, 174],
## ...,
## [213, 227, 237],
## [212, 226, 236],
## [212, 226, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 150, 149],
## [149, 155, 157],
## [147, 154, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 152, 151],
## [147, 154, 156],
## [150, 156, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 155, 157],
## [147, 154, 156],
## [149, 155, 157]],
##
## ...,
##
## [[159, 161, 172],
## [159, 161, 172],
## [157, 162, 170],
## ...,
## [204, 221, 228],
## [204, 220, 230],
## [204, 220, 230]],
##
## [[156, 158, 170],
## [159, 161, 172],
## [157, 161, 172],
## ...,
## [208, 226, 236],
## [207, 222, 234],
## [207, 222, 234]],
##
## [[156, 158, 170],
## [156, 158, 170],
## [158, 162, 173],
## ...,
## [212, 230, 240],
## [208, 223, 236],
## [208, 223, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 150, 149],
## [149, 155, 157],
## [147, 154, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 152, 151],
## [147, 154, 156],
## [150, 156, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 155, 157],
## [147, 154, 156],
## [149, 155, 157]],
##
## ...,
##
## [[159, 161, 172],
## [159, 161, 172],
## [157, 162, 170],
## ...,
## [204, 221, 228],
## [204, 220, 230],
## [204, 220, 230]],
##
## [[156, 158, 170],
## [159, 161, 172],
## [157, 161, 172],
## ...,
## [208, 226, 236],
## [207, 222, 234],
## [207, 222, 234]],
##
## [[156, 158, 170],
## [156, 158, 170],
## [158, 162, 173],
## ...,
## [212, 230, 240],
## [208, 223, 236],
## [208, 223, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 150, 149],
## [149, 155, 157],
## [147, 154, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 152, 151],
## [147, 154, 156],
## [150, 156, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 155, 157],
## [147, 154, 156],
## [149, 155, 157]],
##
## ...,
##
## [[159, 161, 172],
## [159, 161, 172],
## [157, 162, 170],
## ...,
## [204, 221, 228],
## [204, 220, 230],
## [204, 220, 230]],
##
## [[156, 158, 170],
## [159, 161, 172],
## [157, 161, 172],
## ...,
## [208, 226, 236],
## [207, 222, 234],
## [207, 222, 234]],
##
## [[156, 158, 170],
## [156, 158, 170],
## [158, 162, 173],
## ...,
## [212, 230, 240],
## [208, 223, 236],
## [208, 223, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 150, 151],
## [142, 152, 148],
## [141, 150, 147]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 154, 156],
## [142, 152, 148],
## [141, 150, 147]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 152, 158],
## [142, 151, 152],
## [143, 152, 153]],
##
## ...,
##
## [[157, 165, 180],
## [156, 164, 179],
## [155, 163, 178],
## ...,
## [205, 224, 227],
## [204, 226, 228],
## [204, 226, 228]],
##
## [[154, 162, 177],
## [155, 163, 178],
## [154, 162, 177],
## ...,
## [206, 225, 232],
## [203, 223, 226],
## [210, 230, 233]],
##
## [[152, 160, 176],
## [150, 158, 173],
## [154, 162, 177],
## ...,
## [208, 227, 234],
## [203, 223, 226],
## [208, 228, 231]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 150, 151],
## [142, 152, 148],
## [141, 150, 147]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 154, 156],
## [142, 152, 148],
## [141, 150, 147]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 152, 158],
## [142, 151, 152],
## [143, 152, 153]],
##
## ...,
##
## [[157, 165, 180],
## [156, 164, 179],
## [155, 163, 178],
## ...,
## [205, 224, 227],
## [204, 226, 228],
## [204, 226, 228]],
##
## [[154, 162, 177],
## [155, 163, 178],
## [154, 162, 177],
## ...,
## [206, 225, 232],
## [203, 223, 226],
## [210, 230, 233]],
##
## [[152, 160, 176],
## [150, 158, 173],
## [154, 162, 177],
## ...,
## [208, 227, 234],
## [203, 223, 226],
## [208, 228, 231]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 150, 151],
## [142, 152, 148],
## [141, 150, 147]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 154, 156],
## [142, 152, 148],
## [141, 150, 147]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 152, 158],
## [142, 151, 152],
## [143, 152, 153]],
##
## ...,
##
## [[157, 165, 180],
## [156, 164, 179],
## [155, 163, 178],
## ...,
## [205, 224, 227],
## [204, 226, 228],
## [204, 226, 228]],
##
## [[154, 162, 177],
## [155, 163, 178],
## [154, 162, 177],
## ...,
## [206, 225, 232],
## [203, 223, 226],
## [210, 230, 233]],
##
## [[152, 160, 176],
## [150, 158, 173],
## [154, 162, 177],
## ...,
## [208, 227, 234],
## [203, 223, 226],
## [208, 228, 231]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [134, 148, 156],
## [139, 153, 161],
## [140, 154, 162]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 153, 161],
## [139, 153, 161],
## [139, 153, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 158, 166],
## [142, 157, 164],
## [135, 150, 157]],
##
## ...,
##
## [[160, 162, 173],
## [160, 162, 173],
## [161, 164, 173],
## ...,
## [209, 226, 233],
## [208, 224, 232],
## [206, 222, 230]],
##
## [[157, 164, 174],
## [157, 164, 174],
## [161, 166, 175],
## ...,
## [213, 228, 238],
## [210, 226, 236],
## [208, 224, 234]],
##
## [[157, 164, 174],
## [158, 165, 175],
## [163, 167, 176],
## ...,
## [213, 228, 238],
## [211, 227, 237],
## [213, 228, 238]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [134, 148, 156],
## [139, 153, 161],
## [140, 154, 162]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 153, 161],
## [139, 153, 161],
## [139, 153, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 158, 166],
## [142, 157, 164],
## [135, 150, 157]],
##
## ...,
##
## [[160, 162, 173],
## [160, 162, 173],
## [161, 164, 173],
## ...,
## [209, 226, 233],
## [208, 224, 232],
## [206, 222, 230]],
##
## [[157, 164, 174],
## [157, 164, 174],
## [161, 166, 175],
## ...,
## [213, 228, 238],
## [210, 226, 236],
## [208, 224, 234]],
##
## [[157, 164, 174],
## [158, 165, 175],
## [163, 167, 176],
## ...,
## [213, 228, 238],
## [211, 227, 237],
## [213, 228, 238]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [134, 148, 156],
## [139, 153, 161],
## [140, 154, 162]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 153, 161],
## [139, 153, 161],
## [139, 153, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 158, 166],
## [142, 157, 164],
## [135, 150, 157]],
##
## ...,
##
## [[160, 162, 173],
## [160, 162, 173],
## [161, 164, 173],
## ...,
## [209, 226, 233],
## [208, 224, 232],
## [206, 222, 230]],
##
## [[157, 164, 174],
## [157, 164, 174],
## [161, 166, 175],
## ...,
## [213, 228, 238],
## [210, 226, 236],
## [208, 224, 234]],
##
## [[157, 164, 174],
## [158, 165, 175],
## [163, 167, 176],
## ...,
## [213, 228, 238],
## [211, 227, 237],
## [213, 228, 238]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 151, 162],
## [138, 151, 162],
## [137, 150, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 152, 163],
## [138, 151, 162],
## [140, 154, 164]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [147, 159, 167],
## [142, 151, 160],
## [141, 150, 159]],
##
## ...,
##
## [[160, 162, 164],
## [163, 165, 167],
## [160, 164, 168],
## ...,
## [210, 224, 222],
## [206, 223, 221],
## [206, 223, 221]],
##
## [[165, 170, 178],
## [167, 172, 181],
## [159, 164, 171],
## ...,
## [211, 223, 218],
## [209, 224, 218],
## [209, 224, 218]],
##
## [[164, 169, 177],
## [166, 171, 180],
## [160, 166, 172],
## ...,
## [212, 225, 219],
## [210, 225, 219],
## [209, 224, 218]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 151, 162],
## [138, 151, 162],
## [137, 150, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 152, 163],
## [138, 151, 162],
## [140, 154, 164]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [147, 159, 167],
## [142, 151, 160],
## [141, 150, 159]],
##
## ...,
##
## [[160, 162, 164],
## [163, 165, 167],
## [160, 164, 168],
## ...,
## [210, 224, 222],
## [206, 223, 221],
## [206, 223, 221]],
##
## [[165, 170, 178],
## [167, 172, 181],
## [159, 164, 171],
## ...,
## [211, 223, 218],
## [209, 224, 218],
## [209, 224, 218]],
##
## [[164, 169, 177],
## [166, 171, 180],
## [160, 166, 172],
## ...,
## [212, 225, 219],
## [210, 225, 219],
## [209, 224, 218]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 151, 162],
## [138, 151, 162],
## [137, 150, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 152, 163],
## [138, 151, 162],
## [140, 154, 164]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [147, 159, 167],
## [142, 151, 160],
## [141, 150, 159]],
##
## ...,
##
## [[160, 162, 164],
## [163, 165, 167],
## [160, 164, 168],
## ...,
## [210, 224, 222],
## [206, 223, 221],
## [206, 223, 221]],
##
## [[165, 170, 178],
## [167, 172, 181],
## [159, 164, 171],
## ...,
## [211, 223, 218],
## [209, 224, 218],
## [209, 224, 218]],
##
## [[164, 169, 177],
## [166, 171, 180],
## [160, 166, 172],
## ...,
## [212, 225, 219],
## [210, 225, 219],
## [209, 224, 218]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [147, 153, 157],
## [139, 147, 153],
## [145, 153, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [146, 152, 156],
## [145, 153, 159],
## [143, 151, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 152, 153],
## [146, 161, 164],
## [147, 162, 165]],
##
## ...,
##
## [[163, 161, 168],
## [161, 159, 166],
## [160, 161, 165],
## ...,
## [208, 222, 230],
## [209, 223, 229],
## [209, 223, 229]],
##
## [[162, 161, 165],
## [163, 162, 167],
## [156, 160, 164],
## ...,
## [210, 224, 232],
## [210, 225, 230],
## [210, 225, 230]],
##
## [[163, 162, 167],
## [163, 162, 167],
## [156, 160, 164],
## ...,
## [210, 224, 232],
## [210, 225, 230],
## [210, 225, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [147, 153, 157],
## [139, 147, 153],
## [145, 153, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [146, 152, 156],
## [145, 153, 159],
## [143, 151, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 152, 153],
## [146, 161, 164],
## [147, 162, 165]],
##
## ...,
##
## [[163, 161, 168],
## [161, 159, 166],
## [160, 161, 165],
## ...,
## [208, 222, 230],
## [209, 223, 229],
## [209, 223, 229]],
##
## [[162, 161, 165],
## [163, 162, 167],
## [156, 160, 164],
## ...,
## [210, 224, 232],
## [210, 225, 230],
## [210, 225, 230]],
##
## [[163, 162, 167],
## [163, 162, 167],
## [156, 160, 164],
## ...,
## [210, 224, 232],
## [210, 225, 230],
## [210, 225, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [147, 153, 157],
## [139, 147, 153],
## [145, 153, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [146, 152, 156],
## [145, 153, 159],
## [143, 151, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [139, 152, 153],
## [146, 161, 164],
## [147, 162, 165]],
##
## ...,
##
## [[163, 161, 168],
## [161, 159, 166],
## [160, 161, 165],
## ...,
## [208, 222, 230],
## [209, 223, 229],
## [209, 223, 229]],
##
## [[162, 161, 165],
## [163, 162, 167],
## [156, 160, 164],
## ...,
## [210, 224, 232],
## [210, 225, 230],
## [210, 225, 230]],
##
## [[163, 162, 167],
## [163, 162, 167],
## [156, 160, 164],
## ...,
## [210, 224, 232],
## [210, 225, 230],
## [210, 225, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [138, 152, 150],
## [141, 155, 154],
## [139, 153, 151]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 156, 155],
## [141, 155, 154],
## [139, 153, 151]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 155, 154],
## [144, 156, 155],
## [150, 162, 161]],
##
## ...,
##
## [[158, 163, 171],
## [156, 160, 169],
## [156, 160, 169],
## ...,
## [208, 222, 230],
## [211, 223, 231],
## [212, 224, 232]],
##
## [[156, 167, 180],
## [157, 168, 181],
## [156, 165, 175],
## ...,
## [210, 225, 230],
## [212, 224, 230],
## [212, 224, 230]],
##
## [[157, 168, 181],
## [158, 169, 182],
## [156, 165, 175],
## ...,
## [212, 227, 232],
## [212, 224, 230],
## [211, 223, 229]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [138, 152, 150],
## [141, 155, 154],
## [139, 153, 151]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 156, 155],
## [141, 155, 154],
## [139, 153, 151]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 155, 154],
## [144, 156, 155],
## [150, 162, 161]],
##
## ...,
##
## [[158, 163, 171],
## [156, 160, 169],
## [156, 160, 169],
## ...,
## [208, 222, 230],
## [211, 223, 231],
## [212, 224, 232]],
##
## [[156, 167, 180],
## [157, 168, 181],
## [156, 165, 175],
## ...,
## [210, 225, 230],
## [212, 224, 230],
## [212, 224, 230]],
##
## [[157, 168, 181],
## [158, 169, 182],
## [156, 165, 175],
## ...,
## [212, 227, 232],
## [212, 224, 230],
## [211, 223, 229]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [138, 152, 150],
## [141, 155, 154],
## [139, 153, 151]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 156, 155],
## [141, 155, 154],
## [139, 153, 151]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 155, 154],
## [144, 156, 155],
## [150, 162, 161]],
##
## ...,
##
## [[158, 163, 171],
## [156, 160, 169],
## [156, 160, 169],
## ...,
## [208, 222, 230],
## [211, 223, 231],
## [212, 224, 232]],
##
## [[156, 167, 180],
## [157, 168, 181],
## [156, 165, 175],
## ...,
## [210, 225, 230],
## [212, 224, 230],
## [212, 224, 230]],
##
## [[157, 168, 181],
## [158, 169, 182],
## [156, 165, 175],
## ...,
## [212, 227, 232],
## [212, 224, 230],
## [211, 223, 229]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 157, 161],
## [145, 157, 161],
## [145, 157, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 154, 157],
## [142, 155, 158],
## [145, 157, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 153, 156],
## [145, 156, 160],
## [144, 155, 158]],
##
## ...,
##
## [[152, 164, 168],
## [152, 164, 168],
## [152, 163, 167],
## ...,
## [206, 222, 230],
## [207, 223, 231],
## [208, 224, 232]],
##
## [[153, 165, 171],
## [152, 164, 170],
## [150, 163, 168],
## ...,
## [214, 230, 238],
## [208, 224, 234],
## [206, 221, 231]],
##
## [[153, 165, 171],
## [152, 164, 170],
## [152, 164, 170],
## ...,
## [214, 230, 238],
## [209, 225, 235],
## [207, 223, 233]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 157, 161],
## [145, 157, 161],
## [145, 157, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 154, 157],
## [142, 155, 158],
## [145, 157, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 153, 156],
## [145, 156, 160],
## [144, 155, 158]],
##
## ...,
##
## [[152, 164, 168],
## [152, 164, 168],
## [152, 163, 167],
## ...,
## [206, 222, 230],
## [207, 223, 231],
## [208, 224, 232]],
##
## [[153, 165, 171],
## [152, 164, 170],
## [150, 163, 168],
## ...,
## [214, 230, 238],
## [208, 224, 234],
## [206, 221, 231]],
##
## [[153, 165, 171],
## [152, 164, 170],
## [152, 164, 170],
## ...,
## [214, 230, 238],
## [209, 225, 235],
## [207, 223, 233]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 157, 161],
## [145, 157, 161],
## [145, 157, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 154, 157],
## [142, 155, 158],
## [145, 157, 161]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 153, 156],
## [145, 156, 160],
## [144, 155, 158]],
##
## ...,
##
## [[152, 164, 168],
## [152, 164, 168],
## [152, 163, 167],
## ...,
## [206, 222, 230],
## [207, 223, 231],
## [208, 224, 232]],
##
## [[153, 165, 171],
## [152, 164, 170],
## [150, 163, 168],
## ...,
## [214, 230, 238],
## [208, 224, 234],
## [206, 221, 231]],
##
## [[153, 165, 171],
## [152, 164, 170],
## [152, 164, 170],
## ...,
## [214, 230, 238],
## [209, 225, 235],
## [207, 223, 233]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 156, 160],
## [140, 156, 157],
## [140, 156, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 155, 158],
## [141, 157, 158],
## [142, 158, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 155, 157],
## [147, 158, 159],
## [144, 155, 157]],
##
## ...,
##
## [[153, 158, 167],
## [153, 158, 167],
## [153, 161, 169],
## ...,
## [210, 222, 228],
## [210, 222, 228],
## [207, 220, 225]],
##
## [[157, 160, 174],
## [157, 160, 174],
## [155, 161, 174],
## ...,
## [206, 221, 228],
## [213, 225, 235],
## [221, 233, 243]],
##
## [[158, 162, 175],
## [158, 162, 175],
## [155, 161, 174],
## ...,
## [211, 225, 233],
## [216, 227, 237],
## [219, 230, 241]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 156, 160],
## [140, 156, 157],
## [140, 156, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 155, 158],
## [141, 157, 158],
## [142, 158, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 155, 157],
## [147, 158, 159],
## [144, 155, 157]],
##
## ...,
##
## [[153, 158, 167],
## [153, 158, 167],
## [153, 161, 169],
## ...,
## [210, 222, 228],
## [210, 222, 228],
## [207, 220, 225]],
##
## [[157, 160, 174],
## [157, 160, 174],
## [155, 161, 174],
## ...,
## [206, 221, 228],
## [213, 225, 235],
## [221, 233, 243]],
##
## [[158, 162, 175],
## [158, 162, 175],
## [155, 161, 174],
## ...,
## [211, 225, 233],
## [216, 227, 237],
## [219, 230, 241]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 156, 160],
## [140, 156, 157],
## [140, 156, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 155, 158],
## [141, 157, 158],
## [142, 158, 159]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 155, 157],
## [147, 158, 159],
## [144, 155, 157]],
##
## ...,
##
## [[153, 158, 167],
## [153, 158, 167],
## [153, 161, 169],
## ...,
## [210, 222, 228],
## [210, 222, 228],
## [207, 220, 225]],
##
## [[157, 160, 174],
## [157, 160, 174],
## [155, 161, 174],
## ...,
## [206, 221, 228],
## [213, 225, 235],
## [221, 233, 243]],
##
## [[158, 162, 175],
## [158, 162, 175],
## [155, 161, 174],
## ...,
## [211, 225, 233],
## [216, 227, 237],
## [219, 230, 241]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [151, 157, 159],
## [146, 150, 152],
## [148, 152, 154]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 153],
## [148, 152, 154],
## [145, 149, 151]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [148, 157, 156],
## [147, 154, 154],
## [139, 146, 146]],
##
## ...,
##
## [[153, 159, 163],
## [154, 160, 164],
## [158, 164, 168],
## ...,
## [207, 223, 233],
## [209, 222, 234],
## [209, 222, 234]],
##
## [[161, 167, 173],
## [159, 164, 171],
## [158, 163, 170],
## ...,
## [211, 226, 241],
## [208, 222, 241],
## [208, 222, 241]],
##
## [[160, 166, 172],
## [160, 166, 172],
## [159, 164, 171],
## ...,
## [210, 225, 240],
## [209, 223, 242],
## [208, 222, 241]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [151, 157, 159],
## [146, 150, 152],
## [148, 152, 154]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 153],
## [148, 152, 154],
## [145, 149, 151]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [148, 157, 156],
## [147, 154, 154],
## [139, 146, 146]],
##
## ...,
##
## [[153, 159, 163],
## [154, 160, 164],
## [158, 164, 168],
## ...,
## [207, 223, 233],
## [209, 222, 234],
## [209, 222, 234]],
##
## [[161, 167, 173],
## [159, 164, 171],
## [158, 163, 170],
## ...,
## [211, 226, 241],
## [208, 222, 241],
## [208, 222, 241]],
##
## [[160, 166, 172],
## [160, 166, 172],
## [159, 164, 171],
## ...,
## [210, 225, 240],
## [209, 223, 242],
## [208, 222, 241]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [151, 157, 159],
## [146, 150, 152],
## [148, 152, 154]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 151, 153],
## [148, 152, 154],
## [145, 149, 151]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [148, 157, 156],
## [147, 154, 154],
## [139, 146, 146]],
##
## ...,
##
## [[153, 159, 163],
## [154, 160, 164],
## [158, 164, 168],
## ...,
## [207, 223, 233],
## [209, 222, 234],
## [209, 222, 234]],
##
## [[161, 167, 173],
## [159, 164, 171],
## [158, 163, 170],
## ...,
## [211, 226, 241],
## [208, 222, 241],
## [208, 222, 241]],
##
## [[160, 166, 172],
## [160, 166, 172],
## [159, 164, 171],
## ...,
## [210, 225, 240],
## [209, 223, 242],
## [208, 222, 241]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [149, 155, 166],
## [144, 151, 160],
## [138, 145, 154]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [146, 153, 164],
## [144, 151, 160],
## [141, 148, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 155, 163],
## [142, 152, 158],
## [140, 150, 156]],
##
## ...,
##
## [[151, 162, 164],
## [151, 162, 164],
## [156, 164, 168],
## ...,
## [210, 222, 230],
## [210, 221, 233],
## [210, 221, 233]],
##
## [[152, 165, 166],
## [152, 165, 166],
## [154, 164, 168],
## ...,
## [215, 229, 237],
## [209, 222, 234],
## [208, 221, 233]],
##
## [[152, 165, 166],
## [152, 165, 166],
## [154, 164, 168],
## ...,
## [215, 229, 237],
## [210, 223, 236],
## [209, 222, 234]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [149, 155, 166],
## [144, 151, 160],
## [138, 145, 154]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [146, 153, 164],
## [144, 151, 160],
## [141, 148, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 155, 163],
## [142, 152, 158],
## [140, 150, 156]],
##
## ...,
##
## [[151, 162, 164],
## [151, 162, 164],
## [156, 164, 168],
## ...,
## [210, 222, 230],
## [210, 221, 233],
## [210, 221, 233]],
##
## [[152, 165, 166],
## [152, 165, 166],
## [154, 164, 168],
## ...,
## [215, 229, 237],
## [209, 222, 234],
## [208, 221, 233]],
##
## [[152, 165, 166],
## [152, 165, 166],
## [154, 164, 168],
## ...,
## [215, 229, 237],
## [210, 223, 236],
## [209, 222, 234]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [149, 155, 166],
## [144, 151, 160],
## [138, 145, 154]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [146, 153, 164],
## [144, 151, 160],
## [141, 148, 156]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 155, 163],
## [142, 152, 158],
## [140, 150, 156]],
##
## ...,
##
## [[151, 162, 164],
## [151, 162, 164],
## [156, 164, 168],
## ...,
## [210, 222, 230],
## [210, 221, 233],
## [210, 221, 233]],
##
## [[152, 165, 166],
## [152, 165, 166],
## [154, 164, 168],
## ...,
## [215, 229, 237],
## [209, 222, 234],
## [208, 221, 233]],
##
## [[152, 165, 166],
## [152, 165, 166],
## [154, 164, 168],
## ...,
## [215, 229, 237],
## [210, 223, 236],
## [209, 222, 234]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 153, 154],
## [136, 153, 156],
## [134, 152, 155]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 153, 154],
## [137, 154, 157],
## [138, 156, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 157, 161],
## [143, 156, 160],
## [141, 154, 157]],
##
## ...,
##
## [[161, 164, 171],
## [161, 164, 171],
## [160, 164, 168],
## ...,
## [210, 226, 227],
## [208, 225, 228],
## [208, 225, 228]],
##
## [[163, 164, 171],
## [163, 164, 171],
## [160, 163, 170],
## ...,
## [208, 226, 227],
## [209, 227, 230],
## [210, 228, 231]],
##
## [[162, 163, 170],
## [162, 163, 170],
## [160, 163, 170],
## ...,
## [208, 226, 227],
## [209, 227, 230],
## [209, 227, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 153, 154],
## [136, 153, 156],
## [134, 152, 155]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 153, 154],
## [137, 154, 157],
## [138, 156, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 157, 161],
## [143, 156, 160],
## [141, 154, 157]],
##
## ...,
##
## [[161, 164, 171],
## [161, 164, 171],
## [160, 164, 168],
## ...,
## [210, 226, 227],
## [208, 225, 228],
## [208, 225, 228]],
##
## [[163, 164, 171],
## [163, 164, 171],
## [160, 163, 170],
## ...,
## [208, 226, 227],
## [209, 227, 230],
## [210, 228, 231]],
##
## [[162, 163, 170],
## [162, 163, 170],
## [160, 163, 170],
## ...,
## [208, 226, 227],
## [209, 227, 230],
## [209, 227, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 153, 154],
## [136, 153, 156],
## [134, 152, 155]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [140, 153, 154],
## [137, 154, 157],
## [138, 156, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 157, 161],
## [143, 156, 160],
## [141, 154, 157]],
##
## ...,
##
## [[161, 164, 171],
## [161, 164, 171],
## [160, 164, 168],
## ...,
## [210, 226, 227],
## [208, 225, 228],
## [208, 225, 228]],
##
## [[163, 164, 171],
## [163, 164, 171],
## [160, 163, 170],
## ...,
## [208, 226, 227],
## [209, 227, 230],
## [210, 228, 231]],
##
## [[162, 163, 170],
## [162, 163, 170],
## [160, 163, 170],
## ...,
## [208, 226, 227],
## [209, 227, 230],
## [209, 227, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [133, 148, 151],
## [143, 151, 155],
## [146, 155, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [134, 150, 153],
## [142, 150, 154],
## [143, 151, 155]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [133, 148, 151],
## [141, 149, 153],
## [142, 150, 154]],
##
## ...,
##
## [[155, 161, 172],
## [153, 160, 171],
## [157, 164, 173],
## ...,
## [205, 224, 227],
## [206, 223, 228],
## [204, 221, 227]],
##
## [[156, 165, 175],
## [156, 165, 175],
## [156, 165, 174],
## ...,
## [208, 225, 230],
## [207, 224, 229],
## [209, 226, 231]],
##
## [[157, 166, 177],
## [158, 167, 178],
## [157, 167, 175],
## ...,
## [209, 226, 231],
## [208, 225, 230],
## [207, 224, 229]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [133, 148, 151],
## [143, 151, 155],
## [146, 155, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [134, 150, 153],
## [142, 150, 154],
## [143, 151, 155]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [133, 148, 151],
## [141, 149, 153],
## [142, 150, 154]],
##
## ...,
##
## [[155, 161, 172],
## [153, 160, 171],
## [157, 164, 173],
## ...,
## [205, 224, 227],
## [206, 223, 228],
## [204, 221, 227]],
##
## [[156, 165, 175],
## [156, 165, 175],
## [156, 165, 174],
## ...,
## [208, 225, 230],
## [207, 224, 229],
## [209, 226, 231]],
##
## [[157, 166, 177],
## [158, 167, 178],
## [157, 167, 175],
## ...,
## [209, 226, 231],
## [208, 225, 230],
## [207, 224, 229]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [133, 148, 151],
## [143, 151, 155],
## [146, 155, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [134, 150, 153],
## [142, 150, 154],
## [143, 151, 155]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [133, 148, 151],
## [141, 149, 153],
## [142, 150, 154]],
##
## ...,
##
## [[155, 161, 172],
## [153, 160, 171],
## [157, 164, 173],
## ...,
## [205, 224, 227],
## [206, 223, 228],
## [204, 221, 227]],
##
## [[156, 165, 175],
## [156, 165, 175],
## [156, 165, 174],
## ...,
## [208, 225, 230],
## [207, 224, 229],
## [209, 226, 231]],
##
## [[157, 166, 177],
## [158, 167, 178],
## [157, 167, 175],
## ...,
## [209, 226, 231],
## [208, 225, 230],
## [207, 224, 229]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 150, 149],
## [144, 150, 152],
## [144, 150, 152]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 151, 150],
## [144, 150, 152],
## [144, 150, 152]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 149, 153],
## [144, 150, 154],
## [144, 150, 154]],
##
## ...,
##
## [[156, 160, 171],
## [154, 159, 170],
## [157, 162, 170],
## ...,
## [207, 223, 231],
## [206, 222, 230],
## [203, 220, 227]],
##
## [[152, 163, 173],
## [153, 164, 174],
## [155, 164, 173],
## ...,
## [211, 225, 233],
## [210, 224, 234],
## [209, 222, 233]],
##
## [[153, 164, 174],
## [154, 165, 175],
## [155, 164, 173],
## ...,
## [211, 225, 233],
## [211, 225, 235],
## [211, 225, 235]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 150, 149],
## [144, 150, 152],
## [144, 150, 152]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 151, 150],
## [144, 150, 152],
## [144, 150, 152]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 149, 153],
## [144, 150, 154],
## [144, 150, 154]],
##
## ...,
##
## [[156, 160, 171],
## [154, 159, 170],
## [157, 162, 170],
## ...,
## [207, 223, 231],
## [206, 222, 230],
## [203, 220, 227]],
##
## [[152, 163, 173],
## [153, 164, 174],
## [155, 164, 173],
## ...,
## [211, 225, 233],
## [210, 224, 234],
## [209, 222, 233]],
##
## [[153, 164, 174],
## [154, 165, 175],
## [155, 164, 173],
## ...,
## [211, 225, 233],
## [211, 225, 235],
## [211, 225, 235]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [143, 150, 149],
## [144, 150, 152],
## [144, 150, 152]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 151, 150],
## [144, 150, 152],
## [144, 150, 152]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 149, 153],
## [144, 150, 154],
## [144, 150, 154]],
##
## ...,
##
## [[156, 160, 171],
## [154, 159, 170],
## [157, 162, 170],
## ...,
## [207, 223, 231],
## [206, 222, 230],
## [203, 220, 227]],
##
## [[152, 163, 173],
## [153, 164, 174],
## [155, 164, 173],
## ...,
## [211, 225, 233],
## [210, 224, 234],
## [209, 222, 233]],
##
## [[153, 164, 174],
## [154, 165, 175],
## [155, 164, 173],
## ...,
## [211, 225, 233],
## [211, 225, 235],
## [211, 225, 235]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [137, 147, 153],
## [141, 150, 159],
## [140, 149, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 152, 158],
## [140, 149, 157],
## [137, 147, 155]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 151, 157],
## [139, 149, 154],
## [143, 153, 159]],
##
## ...,
##
## [[153, 161, 167],
## [153, 161, 167],
## [155, 162, 168],
## ...,
## [208, 225, 228],
## [207, 224, 227],
## [207, 224, 227]],
##
## [[152, 163, 168],
## [151, 161, 167],
## [152, 163, 168],
## ...,
## [205, 224, 229],
## [206, 223, 228],
## [209, 226, 231]],
##
## [[152, 163, 168],
## [151, 161, 167],
## [154, 164, 170],
## ...,
## [202, 222, 227],
## [207, 224, 229],
## [208, 225, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [137, 147, 153],
## [141, 150, 159],
## [140, 149, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 152, 158],
## [140, 149, 157],
## [137, 147, 155]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 151, 157],
## [139, 149, 154],
## [143, 153, 159]],
##
## ...,
##
## [[153, 161, 167],
## [153, 161, 167],
## [155, 162, 168],
## ...,
## [208, 225, 228],
## [207, 224, 227],
## [207, 224, 227]],
##
## [[152, 163, 168],
## [151, 161, 167],
## [152, 163, 168],
## ...,
## [205, 224, 229],
## [206, 223, 228],
## [209, 226, 231]],
##
## [[152, 163, 168],
## [151, 161, 167],
## [154, 164, 170],
## ...,
## [202, 222, 227],
## [207, 224, 229],
## [208, 225, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [137, 147, 153],
## [141, 150, 159],
## [140, 149, 157]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [142, 152, 158],
## [140, 149, 157],
## [137, 147, 155]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 151, 157],
## [139, 149, 154],
## [143, 153, 159]],
##
## ...,
##
## [[153, 161, 167],
## [153, 161, 167],
## [155, 162, 168],
## ...,
## [208, 225, 228],
## [207, 224, 227],
## [207, 224, 227]],
##
## [[152, 163, 168],
## [151, 161, 167],
## [152, 163, 168],
## ...,
## [205, 224, 229],
## [206, 223, 228],
## [209, 226, 231]],
##
## [[152, 163, 168],
## [151, 161, 167],
## [154, 164, 170],
## ...,
## [202, 222, 227],
## [207, 224, 229],
## [208, 225, 230]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [136, 143, 152],
## [143, 147, 158],
## [145, 149, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [136, 143, 152],
## [143, 147, 158],
## [146, 151, 162]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 152, 161],
## [143, 148, 156],
## [143, 148, 156]],
##
## ...,
##
## [[156, 162, 173],
## [156, 162, 173],
## [157, 164, 174],
## ...,
## [203, 220, 225],
## [204, 221, 228],
## [206, 222, 230]],
##
## [[152, 163, 173],
## [152, 163, 173],
## [153, 165, 173],
## ...,
## [209, 225, 235],
## [208, 223, 236],
## [208, 223, 236]],
##
## [[152, 163, 173],
## [152, 163, 173],
## [152, 163, 171],
## ...,
## [211, 227, 237],
## [209, 224, 237],
## [210, 226, 238]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [136, 143, 152],
## [143, 147, 158],
## [145, 149, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [136, 143, 152],
## [143, 147, 158],
## [146, 151, 162]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 152, 161],
## [143, 148, 156],
## [143, 148, 156]],
##
## ...,
##
## [[156, 162, 173],
## [156, 162, 173],
## [157, 164, 174],
## ...,
## [203, 220, 225],
## [204, 221, 228],
## [206, 222, 230]],
##
## [[152, 163, 173],
## [152, 163, 173],
## [153, 165, 173],
## ...,
## [209, 225, 235],
## [208, 223, 236],
## [208, 223, 236]],
##
## [[152, 163, 173],
## [152, 163, 173],
## [152, 163, 171],
## ...,
## [211, 227, 237],
## [209, 224, 237],
## [210, 226, 238]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [136, 143, 152],
## [143, 147, 158],
## [145, 149, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [136, 143, 152],
## [143, 147, 158],
## [146, 151, 162]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 152, 161],
## [143, 148, 156],
## [143, 148, 156]],
##
## ...,
##
## [[156, 162, 173],
## [156, 162, 173],
## [157, 164, 174],
## ...,
## [203, 220, 225],
## [204, 221, 228],
## [206, 222, 230]],
##
## [[152, 163, 173],
## [152, 163, 173],
## [153, 165, 173],
## ...,
## [209, 225, 235],
## [208, 223, 236],
## [208, 223, 236]],
##
## [[152, 163, 173],
## [152, 163, 173],
## [152, 163, 171],
## ...,
## [211, 227, 237],
## [209, 224, 237],
## [210, 226, 238]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [137, 147, 153],
## [141, 151, 157],
## [147, 157, 163]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 151, 157],
## [141, 151, 157],
## [142, 152, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 153, 159],
## [141, 154, 157],
## [136, 149, 153]],
##
## ...,
##
## [[155, 162, 168],
## [155, 162, 168],
## [156, 164, 168],
## ...,
## [205, 223, 233],
## [203, 221, 233],
## [203, 221, 233]],
##
## [[152, 160, 164],
## [156, 164, 168],
## [156, 164, 168],
## ...,
## [208, 223, 236],
## [208, 223, 237],
## [208, 223, 237]],
##
## [[155, 163, 167],
## [156, 164, 168],
## [156, 164, 168],
## ...,
## [209, 224, 237],
## [209, 224, 238],
## [210, 225, 240]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [137, 147, 153],
## [141, 151, 157],
## [147, 157, 163]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 151, 157],
## [141, 151, 157],
## [142, 152, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 153, 159],
## [141, 154, 157],
## [136, 149, 153]],
##
## ...,
##
## [[155, 162, 168],
## [155, 162, 168],
## [156, 164, 168],
## ...,
## [205, 223, 233],
## [203, 221, 233],
## [203, 221, 233]],
##
## [[152, 160, 164],
## [156, 164, 168],
## [156, 164, 168],
## ...,
## [208, 223, 236],
## [208, 223, 237],
## [208, 223, 237]],
##
## [[155, 163, 167],
## [156, 164, 168],
## [156, 164, 168],
## ...,
## [209, 224, 237],
## [209, 224, 238],
## [210, 225, 240]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [137, 147, 153],
## [141, 151, 157],
## [147, 157, 163]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 151, 157],
## [141, 151, 157],
## [142, 152, 158]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [141, 153, 159],
## [141, 154, 157],
## [136, 149, 153]],
##
## ...,
##
## [[155, 162, 168],
## [155, 162, 168],
## [156, 164, 168],
## ...,
## [205, 223, 233],
## [203, 221, 233],
## [203, 221, 233]],
##
## [[152, 160, 164],
## [156, 164, 168],
## [156, 164, 168],
## ...,
## [208, 223, 236],
## [208, 223, 237],
## [208, 223, 237]],
##
## [[155, 163, 167],
## [156, 164, 168],
## [156, 164, 168],
## ...,
## [209, 224, 237],
## [209, 224, 238],
## [210, 225, 240]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 151, 160],
## [146, 154, 162],
## [144, 151, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 151, 160],
## [145, 152, 161],
## [148, 155, 163]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 150, 159],
## [147, 153, 157],
## [151, 157, 161]],
##
## ...,
##
## [[157, 163, 167],
## [157, 163, 167],
## [158, 164, 168],
## ...,
## [206, 221, 231],
## [203, 222, 230],
## [206, 225, 232]],
##
## [[156, 164, 168],
## [156, 164, 168],
## [152, 163, 167],
## ...,
## [215, 231, 241],
## [206, 223, 236],
## [205, 222, 234]],
##
## [[156, 164, 168],
## [156, 164, 168],
## [152, 163, 167],
## ...,
## [216, 232, 242],
## [208, 226, 238],
## [206, 223, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 151, 160],
## [146, 154, 162],
## [144, 151, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 151, 160],
## [145, 152, 161],
## [148, 155, 163]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 150, 159],
## [147, 153, 157],
## [151, 157, 161]],
##
## ...,
##
## [[157, 163, 167],
## [157, 163, 167],
## [158, 164, 168],
## ...,
## [206, 221, 231],
## [203, 222, 230],
## [206, 225, 232]],
##
## [[156, 164, 168],
## [156, 164, 168],
## [152, 163, 167],
## ...,
## [215, 231, 241],
## [206, 223, 236],
## [205, 222, 234]],
##
## [[156, 164, 168],
## [156, 164, 168],
## [152, 163, 167],
## ...,
## [216, 232, 242],
## [208, 226, 238],
## [206, 223, 236]]], dtype=uint8)
## array([[[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 151, 160],
## [146, 154, 162],
## [144, 151, 160]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [144, 151, 160],
## [145, 152, 161],
## [148, 155, 163]],
##
## [[255, 255, 255],
## [255, 255, 255],
## [255, 255, 255],
## ...,
## [145, 150, 159],
## [147, 153, 157],
## [151, 157, 161]],
##
## ...,
##
## [[157, 163, 167],
## [157, 163, 167],
## [158, 164, 168],
## ...,
## [206, 221, 231],
## [203, 222, 230],
## [206, 225, 232]],
##
## [[156, 164, 168],
## [156, 164, 168],
## [152, 163, 167],
## ...,
## [215, 231, 241],
## [206, 223, 236],
## [205, 222, 234]],
##
## [[156, 164, 168],
## [156, 164, 168],
## [152, 163, 167],
## ...,
## [216, 232, 242],
## [208, 226, 238],
## [206, 223, 236]]], dtype=uint8)
