NameError: name 'SLConfig' is not defined

[keepbeer]

Do i need to install groundingdino?

[giswqs]

How did you run into this error?

[linakrisztian]

We got the same error when loading LangSAM() within this notebook https://github.com/opengeos/segment-geospatial/blob/main/docs/examples/swimming_pools.ipynb

Full error:

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
Cell In[12], line 1
----> 1 sam = LangSAM()

File /opt/conda/lib/python3.11/site-packages/samgeo/text_sam.py:127, in LangSAM.__init__(self, model_type, checkpoint)
    116 """Initialize the LangSAM instance.
    117 
    118 Args:
   (...)
    123     checkpoint_url (str, optional): The URL to the checkpoint file. Defaults to None
    124 """
    126 self.device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
--> 127 self.build_groundingdino()
    128 self.build_sam(model_type, checkpoint)
    130 self.source = None

File /opt/conda/lib/python3.11/site-packages/samgeo/text_sam.py:175, in LangSAM.build_groundingdino(self)
    173 ckpt_filename = "groundingdino_swinb_cogcoor.pth"
    174 ckpt_config_filename = "GroundingDINO_SwinB.cfg.py"
--> 175 self.groundingdino = load_model_hf(
    176     ckpt_repo_id, ckpt_filename, ckpt_config_filename, self.device
    177 )

File /opt/conda/lib/python3.11/site-packages/samgeo/text_sam.py:76, in load_model_hf(repo_id, filename, ckpt_config_filename, device)
     58 """
     59 Loads a model from HuggingFace Model Hub.
     60 
   (...)
     68     torch.nn.Module: The loaded model.
     69 """
     71 cache_config_file = hf_hub_download(
     72     repo_id=repo_id,
     73     filename=ckpt_config_filename,
     74     force_filename=ckpt_config_filename,
     75 )
---> 76 args = SLConfig.fromfile(cache_config_file)
     77 model = build_model(args)
     78 model.to(device)

NameError: name 'SLConfig' is not defined

[giswqs]

Try restarting the kernel after installing groundingdino-py.

[linakrisztian]

Solved it for me, thanks!

[australgisinc]

Still having this error after restarting kernel after installing groundingdino:
`

Installing GroundingDINO...
Requirement already satisfied: groundingdino-py in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (0.4.0)
Requirement already satisfied: torch in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from groundingdino-py) (2.3.0)
Requirement already satisfied: torchvision in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from groundingdino-py) (0.18.0)
Requirement already satisfied: transformers in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from groundingdino-py) (4.42.3)
Requirement already satisfied: addict in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from groundingdino-py) (2.4.0)
Requirement already satisfied: yapf in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from groundingdino-py) (0.40.1)
Requirement already satisfied: timm in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from groundingdino-py) (1.0.7)
Requirement already satisfied: numpy in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from groundingdino-py) (1.26.4)
Requirement already satisfied: opencv-python in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from groundingdino-py) (4.10.0)
Requirement already satisfied: supervision==0.6.0 in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from groundingdino-py) (0.6.0)
Requirement already satisfied: pycocotools in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from groundingdino-py) (2.0.8)
Requirement already satisfied: matplotlib in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from supervision==0.6.0->groundingdino-py) (3.8.4)
Requirement already satisfied: pyyaml in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from timm->groundingdino-py) (6.0.1)
Requirement already satisfied: huggingface_hub in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from timm->groundingdino-py) (0.23.4)
Requirement already satisfied: safetensors in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from timm->groundingdino-py) (0.4.3)
Requirement already satisfied: filelock in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from torch->groundingdino-py) (3.15.4)
Requirement already satisfied: typing-extensions>=4.8.0 in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from torch->groundingdino-py) (4.12.2)
Requirement already satisfied: sympy in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from torch->groundingdino-py) (1.12.1)
Requirement already satisfied: networkx in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from torch->groundingdino-py) (3.3)
Requirement already satisfied: jinja2 in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from torch->groundingdino-py) (3.1.4)
Requirement already satisfied: fsspec in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from torch->groundingdino-py) (2024.6.1)
Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from torchvision->groundingdino-py) (10.3.0)
Requirement already satisfied: packaging>=20.0 in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from transformers->groundingdino-py) (24.1)
Requirement already satisfied: regex!=2019.12.17 in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from transformers->groundingdino-py) (2024.5.15)
...
Requirement already satisfied: urllib3<3,>=1.21.1 in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from requests->transformers->groundingdino-py) (2.2.2)
Requirement already satisfied: certifi>=2017.4.17 in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from requests->transformers->groundingdino-py) (2024.8.30)
Requirement already satisfied: mpmath<1.4.0,>=1.1.0 in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from sympy->torch->groundingdino-py) (1.3.0)
Requirement already satisfied: six>=1.5 in [c:\users\camil\onedrive\australgis\proyectos\prospectos\sr_ed\mytree\dev\envmytree\lib\site-packages](file:///C:/users/camil/onedrive/australgis/proyectos/prospectos/sr_ed/mytree/dev/envmytree/lib/site-packages) (from python-dateutil>=2.7->matplotlib->supervision==0.6.0->groundingdino-py) (1.16.0)
Output is truncated. View as a [scrollable element](command:cellOutput.enableScrolling?90c8dabb-b8db-422e-b926-f0ef3ec33727) or open in a [text editor](command:workbench.action.openLargeOutput?90c8dabb-b8db-422e-b926-f0ef3ec33727). Adjust cell output [settings](command:workbench.action.openSettings?%5B%22%40tag%3AnotebookOutputLayout%22%5D)...
2024-12-03 22:52:43,491 - INFO - Predicting SAM bounding boxes starting
Please restart the kernel and run the notebook again.
2024-12-03 22:52:43,798 - ERROR - Error : name 'SLConfig' is not defined
Error : name 'SLConfig' is not defined`

[d3netxer]

ok this worked for me, I installed groundingdino-py with
"""
!pip install groundingdino-py
"""

[keepbeer]

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