Microsoft open source gods OmniParser-v2.0 local deployment tutorials

Installing the python environment

I'm here with a previously installed version: python 3.11.5, which I won't cover here, but you can find tutorials online if you need them.

Installing Anaconda

I'm here with a previously installed version: conda 23.7.4, which I won't describe here either, but you can find tutorials online if you need them.

Install OmniParser

git clone https://github.com/microsoft/OmniParser.git
cd OmniParser

Creating exclusive environments

conda create -n "omni" python==3.11
conda activate omni

Execute the following command to download the required dependency packages.

pip install -r requirements.txt

downloading microsoft/OmniParser-v2.0 The model file, but I can't get to the URL (https://huggingface.co), so I chose tohttps://hf-mirror.com/The

Find microsoft/OmniParser-v2.0

Once inside, click on the icon_caption and icon_detect) folders and download the files in each.

Mainly the following six documents.

icon_detect/train_args.yaml
icon_detect/model.pt
icon_detect/model.yaml
icon_caption/config.json
icon_caption/generation_config.json
icon_caption/model.safetensors

Create a new directory in the project directory as follows

mkdir -p weights/icon_detect
mkdir -p weights/icon_caption_florence

The finished result is as follows:

The files downloaded earlier are in separate folders.

Run the python gradio_demo.py command, and after a short wait, the following error occurs.

[2025-02-25 20:11:26,669] [ WARNING] easyocr.py:80 - Neither CUDA nor MPS are available - defaulting to CPU. note: This module is much faster with a GPU.
Traceback (most recent call last).
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3connection.py", line 203, in _new_conn
    sock = connection.create_connection(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3utilconnection.py", line 85, in create_connection
    raise err
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3utilconnection.py", line 73, in create_connection
    sock.connect(sa)
TimeoutError: timed out
The above exception was the direct cause of the following exception.
Traceback (most recent call last).
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3connectionpool.py", line 790, in urlopen
    response = self._make_request(
               ^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3connectionpool.py", line 491, in _make_request
    raise new_e
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3connectionpool.py", line 467, in _make_request
    self._validate_conn(conn)
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3connectionpool.py", line 1096, in _validate_conn
    conn.connect()
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3connection.py", line 611, in connect
    self.sock = sock = self._new_conn()
                       ^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3connection.py", line 212, in _new_conn
    raise ConnectTimeoutError(
urllib3.exceptions.ConnectTimeoutError: (, 'Connection to huggingface.co timed out. (connect timeout=10)')
The above exception was the direct cause of the following exception.
Traceback (most recent call last).
  File "D:DevelopmentToolsPythonLibsite-packagesrequestsadapters.py", line 486, in send
    resp = conn.urlopen(
           ^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3connectionpool.py", line 844, in urlopen
    retries = retries.increment(
              ^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagesurllib3utilretry.py", line 515, in increment
    raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type]
    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /microsoft/Florence -2-base/resolve/main/config.json (Caused by ConnectTimeoutError(, ' Connection to huggingface.co timed out. (connect timeout=10)'))
During handling of the above exception, another exception occurred.
Traceback (most recent call last).
  File "D:DevelopmentToolsPythonLibsite-packageshuggingface_hubfile_download.py", line 1376, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(
               ^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packageshuggingface_hubutils_validators.py", line 114, in _inner_fn
    return fn(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packageshuggingface_hubfile_download.py", line 1296, in get_hf_file_metadata
    r = _request_wrapper(
        ^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packageshuggingface_hubfile_download.py", line 280, in _request_wrapper
    response = _request_wrapper(
               ^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packageshuggingface_hubfile_download.py", line 303, in _request_wrapper
    response = get_session().request(method=method, url=url, **params)
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagesrequestssessions.py", line 589, in request
    resp = self.send(prep, **send_kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagesrequestssessions.py", line 703, in send
    r = adapter.send(request, **kwargs)
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packageshuggingface_hubutils_http.py", line 96, in send
    return super().send(request, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagesrequestsadapters.py", line 507, in send
    raise ConnectTimeout(e, request=request)
requests.exceptions.ConnectTimeout: (MaxRetryError("HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: / microsoft/Florence-2-base/resolve/main/config.json (Caused by ConnectTimeoutError(, 'Connection to huggingface.co timed out.(connect timeout=10)'))"), '(Request ID: 3ae795ae-e87f-45e3-8c1b-26c359494139) ')
The above exception was the direct cause of the following exception.
Traceback (most recent call last).
  File "D:DevelopmentToolsPythonLibsite-packagestransformersutilshub.py", line 342, in cached_file
    resolved_file = hf_hub_download(
                    ^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packageshuggingface_hubutils_validators.py", line 114, in _inner_fn
    return fn(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packageshuggingface_hubfile_download.py", line 862, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packageshuggingface_hubfile_download.py", line 969, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File "D:DevelopmentToolsPythonLibsite-packageshuggingface_hubfile_download.py", line 1489, in _raise_on_head_call_error
    raise LocalEntryNotFoundError(
huggingface_hub.errors.LocalEntryNotFoundError: An error happened while trying to locate the file on the Hub and we cannot find the requested files in Please check your connection and try again or make sure your Internet connection is on.
The above exception was the direct cause of the following exception.
Traceback (most recent call last).
  File "E:OmniParsergradio_demo.py", line 16, in
    caption_model_processor = get_caption_model_processor(model_name="florence2", model_name_or_path="weights/icon_caption_florence")
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:OmniParserutilutils.py", line 63, in get_caption_model_processor
    processor = AutoProcessor.from_pretrained("microsoft/Florence-2-base", trust_remote_code=True)
                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagestransformersmodelsautoprocessing_auto.py", line 305, in from_pretrained
    config = AutoConfig.from_pretrained(
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagestransformersmodelsautoconfiguration_auto.py", line 1075, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagestransformersconfiguration_utils.py", line 594, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagestransformersconfiguration_utils.py", line 653, in _get_config_dict
    resolved_config_file = cached_file(
                           ^^^^^^^^^^^^
  File "D:DevelopmentToolsPythonLibsite-packagestransformersutilshub.py", line 385, in cached_file
    raise EnvironmentError(
OSError: We couldn't connect to 'https://huggingface.co' to load this file, couldn't find it in the cached files and it looks like microsoft/Florence-2 -base is not the path to a directory containing a file named config.json.
Checkout your internet connection or see how to run the library in offline mode at 'https://huggingface.co/docs/transformers/ installation#offline-mode'.

It looks like a lot of mistakes, but it's really just https://huggingface.co The reason for the lack of access. Let's change the constants.py file's https://huggingface.co Replace withhttps://hf-mirror.comThe

For this reason, still unsure, I found tutorials online and added another line of settings at the top.

Enter the python gradio_demo.py command again and it runs successfully as shown below:

Enter it in your browser:http://127.0.0.1:7861The results are shown below:

Take a screenshot of the desktop and have him analyze it: