Video Classification Using Deep Learning

I am referring the code from the following blog -

I get the following error:

Traceback (most recent call last):
  File "D:\tj.py", line 45, in <module>
    base_model = VGG16(weights='imagenet', include_top=False, input_shape=(224, 224, 3))
  File "C:\Users\RAHUL\AppData\Local\Programs\Python\Python37\lib\site-packages\keras\applications\__init__.py", line 20, in wrapper
    return base_fun(*args, **kwargs)
  File "C:\Users\RAHUL\AppData\Local\Programs\Python\Python37\lib\site-packages\keras\applications\vgg16.py", line 11, in VGG16
    return vgg16.VGG16(*args, **kwargs)
  File "C:\Users\RAHUL\AppData\Roaming\Python\Python37\site-packages\keras_applications\vgg16.py", line 209, in VGG16
    file_hash='6d6bbae143d832006294945121d1f1fc')
  File "C:\Users\RAHUL\AppData\Local\Programs\Python\Python37\lib\site-packages\keras\utils\data_utils.py", line 225, in get_file
    urlretrieve(origin, fpath, dl_progress)
  File "C:\Users\RAHUL\AppData\Local\Programs\Python\Python37\lib\urllib\request.py", line 276, in urlretrieve
    block = fp.read(bs)
  File "C:\Users\RAHUL\AppData\Local\Programs\Python\Python37\lib\http\client.py", line 447, in read
    n = self.readinto(b)
  File "C:\Users\RAHUL\AppData\Local\Programs\Python\Python37\lib\http\client.py", line 491, in readinto
    n = self.fp.readinto(b)
  File "C:\Users\RAHUL\AppData\Local\Programs\Python\Python37\lib\socket.py", line 589, in readinto
    return self._sock.recv_into(b)
  File "C:\Users\RAHUL\AppData\Local\Programs\Python\Python37\lib\ssl.py", line 1049, in recv_into
    return self.read(nbytes, buffer)
  File "C:\Users\RAHUL\AppData\Local\Programs\Python\Python37\lib\ssl.py", line 908, in read
    return self._sslobj.read(len, buffer)
ConnectionResetError: [WinError 10054] An existing connection was forcibly closed by the remote host
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