I'm encountering a problem with creating space after uploading app.py and requirements.txt. For loading the model, I'm using this code: from ultralyticsplus import YOLO, render_result. (I use Gradio to create a website.)
The main task for uploading app.py to the space is that I want the HTML code to be embedded on the Google site.
model_path = ('(my model path on huggingface')
model = YOLO(model_path)
If I use another method to load the model instead of using YOLO, is it possible to fix this error?
The error said
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/ultralyticsplus/ultralytics_utils.py", line 59, in __init__
self._load_from_hf_hub(model, hf_token=hf_token)
File "/usr/local/lib/python3.10/site-packages/ultralyticsplus/ultralytics_utils.py", line 91, in _load_from_hf_hub
) = self._assign_ops_from_task()
File "/usr/local/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1614, in __getattr__
raise AttributeError("'{}' object has no attribute '{}'".format(
AttributeError: 'YOLO' object has no attribute '_assign_ops_from_task'
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/user/app/app.py", line 95, in <module>
gr.Interface(fn=detect_objects,
File "/usr/local/lib/python3.10/site-packages/gradio/interface.py", line 518, in __init__
self.render_examples()
File "/usr/local/lib/python3.10/site-packages/gradio/interface.py", line 851, in render_examples
self.examples_handler = Examples(
File "/usr/local/lib/python3.10/site-packages/gradio/helpers.py", line 71, in create_examples
examples_obj.create()
File "/usr/local/lib/python3.10/site-packages/gradio/helpers.py", line 298, in create
client_utils.synchronize_async(self.cache)
File "/usr/local/lib/python3.10/site-packages/gradio_client/utils.py", line 889, in synchronize_async
return fsspec.asyn.sync(fsspec.asyn.get_loop(), func, *args, **kwargs) # type: ignore
File "/usr/local/lib/python3.10/site-packages/fsspec/asyn.py", line 103, in sync
raise return_result
File "/usr/local/lib/python3.10/site-packages/fsspec/asyn.py", line 56, in _runner
result[0] = await coro
File "/usr/local/lib/python3.10/site-packages/gradio/helpers.py", line 360, in cache
prediction = await Context.root_block.process_api(
File "/usr/local/lib/python3.10/site-packages/gradio/blocks.py", line 1695, in process_api
result = await self.call_function(
File "/usr/local/lib/python3.10/site-packages/gradio/blocks.py", line 1235, in call_function
prediction = await anyio.to_thread.run_sync(
File "/usr/local/lib/python3.10/site-packages/anyio/to_thread.py", line 56, in run_sync
return await get_async_backend().run_sync_in_worker_thread(
File "/usr/local/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 2144, in run_sync_in_worker_thread
return await future
File "/usr/local/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 851, in run
result = context.run(func, *args)
File "/usr/local/lib/python3.10/site-packages/gradio/utils.py", line 692, in wrapper
response = f(*args, **kwargs)
File "/home/user/app/app.py", line 24, in detect_objects
model = YOLO(model_path)
File "/usr/local/lib/python3.10/site-packages/ultralyticsplus/ultralytics_utils.py", line 65, in __init__
raise NotImplementedError(
NotImplementedError: Unable to load model='MvitHYF/v8mvitcocoaseed2024'. As an example try model='yolov8n.pt' or model='yolov8n.yaml'
I also ran app.py on VSCode, and everything ran perfectly (run on localhost). However, I encountered this error when trying to create the space. I tried adding yolov8n.pt to both the model and the space site, but nothing changed. At first, I thought it might fix the error.
Thank you for you help
UPDATE: For those who are facing this problem like me. I find the solution. If you want to deploy your ML model to the huggingface's space, you need to upload requirement.txt. Yes, requirement.txt is the problem. We don't need to specify the version for each library. For example, gradio==4.22.0, you can write "gradio" instead of a specific version.
Hope this help