Error when downloading certain SAM models

[tobihanl]

Hi,

I'm trying to label an image with the help of the SAM models, but only some of them work. ViT-B Quant works without problems, but when selecting ViT-L Quant or ViT-H Quant, I'm getting an exception and the program crashes. The full traceback is below. Seems weird, because when I open the link mentioned in the traceback using safari it works.

Any idea what is going wrong here?

(Great job on the tool btw, this is exactly what I was looking for and I'm excited to get it working!!)

Traceback (most recent call last):
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/urllib/request.py", line 1354, in do_open
    h.request(req.get_method(), req.selector, req.data, headers,
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/http/client.py", line 1256, in request
    self._send_request(method, url, body, headers, encode_chunked)
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/http/client.py", line 1302, in _send_request
    self.endheaders(body, encode_chunked=encode_chunked)
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/http/client.py", line 1251, in endheaders
    self._send_output(message_body, encode_chunked=encode_chunked)
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/http/client.py", line 1011, in _send_output
    self.send(msg)
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/http/client.py", line 951, in send
    self.connect()
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/http/client.py", line 1418, in connect
    super().connect()
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/http/client.py", line 922, in connect
    self.sock = self._create_connection(
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/socket.py", line 787, in create_connection
    for res in getaddrinfo(host, port, 0, SOCK_STREAM):
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/socket.py", line 918, in getaddrinfo
    for res in _socket.getaddrinfo(host, port, family, type, proto, flags):
socket.gaierror: [Errno 8] nodename nor servname provided, or not known

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/site-packages/anylabeling/services/auto_labeling/model.py", line 123, in get_model_abs_path
    urllib.request.urlretrieve(
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/urllib/request.py", line 247, in urlretrieve
    with contextlib.closing(urlopen(url, data)) as fp:
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/urllib/request.py", line 222, in urlopen
    return opener.open(url, data, timeout)
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/urllib/request.py", line 525, in open
    response = self._open(req, data)
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/urllib/request.py", line 542, in _open
    result = self._call_chain(self.handle_open, protocol, protocol +
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/urllib/request.py", line 502, in _call_chain
    result = func(*args)
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/urllib/request.py", line 1397, in https_open
    return self.do_open(http.client.HTTPSConnection, req,
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/urllib/request.py", line 1357, in do_open
    raise URLError(err)
urllib.error.URLError: <urlopen error [Errno 8] nodename nor servname provided, or not known>

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/site-packages/anylabeling/utils.py", line 15, in run
    self.func(*self.args, **self.kwargs)
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/site-packages/anylabeling/services/auto_labeling/model_manager.py", line 148, in _load_model
    model_info["model"] = SegmentAnything(
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/site-packages/anylabeling/services/auto_labeling/segment_anything.py", line 52, in __init__
    encoder_model_abs_path = self.get_model_abs_path(
  File "/Users/tobias/opt/anaconda3/envs/anylabeling/lib/python3.8/site-packages/anylabeling/services/auto_labeling/model.py", line 128, in get_model_abs_path
    raise Exception(
Exception: Could not download model from https://github.com/vietanhdev/anylabeling-assets/releases/download/v0.2.0/segment_anything_vit_l_encoder_quant.onnx: <urlopen error [Errno 8] nodename nor servname provided, or not known>

[vietanhdev]

Could you provide:

• AnyLabeling version
• Your operating system
• Your connection speed test via https://www.speedtest.net/

Thank you!

[tobihanl]

Thanks for the quick reply. Looks like your intuition was right, I remember having slow wifi while testing it earlier (don't recall the exact speed unfortunately).

Now with 150Mbps it works without problems. For reference, I'm using

• AnyLabeling 0.2.7
• MacOS 11.7.2

Maybe the error handling for that case could be improved a bit, just as a suggestion. Anyways, thanks for the quick help!

[vietanhdev]

From AnyLabeling v0.2.22, to load custom models:

• Download models from here, extract.
• Load the models with Custom Models feature: https://anylabeling.com/docs/custom-models.