add onnxslim support

[inisis]

Summary by Sourcery

Update README.md to provide additional instructions for optimizing the inswapper_128_fp16.onnx model using onnxslim.

Documentation:

• Updated README.md to include instructions for optimizing the inswapper_128_fp16.onnx model using onnxslim.

[sourcery-ai]

Reviewer's Guide by Sourcery

This pull request updates the README.md file to include information about optimizing the inswapper_128_fp16.onnx model using onnxslim. The change provides users with an optional step to improve the performance of the model.

File-Level Changes

Files	Changes
README.md	Added information about optimizing the inswapper_128_fp16.onnx model using onnxslim
README.md	Included a command-line example for using onnxslim to optimize the model

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[sourcery-ai]

Hey @inisis - I've reviewed your changes - here's some feedback:

Overall Comments:

• Consider adding more context about the benefits of using onnxslim for optimization (e.g., reduced file size, improved inference speed).
• It might be beneficial to move this optimization tip to a separate 'Advanced Usage' or 'Optimization' section in the documentation to keep the basic setup instructions clear and concise.

Here's what I looked at during the review

• 🟢 General issues: all looks good
• 🟢 Security: all looks good
• 🟢 Testing: all looks good
• 🟢 Complexity: all looks good
• 🟡 Documentation: 1 issue found

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[sourcery-ai]

issue (documentation): Change 'on the "models" folder' to 'in the "models" folder'.

The correct preposition is 'in' rather than 'on' when referring to placing files within a folder.

[hacksider]

As per checking, it just doesn't work based on the description

Exception in Tkinter callback
Traceback (most recent call last):
File "C:\Users\My Pc\AppData\Local\Programs\Python\Python311\Lib\tkinter_init_.py", line 1967, in call
return self.func(*args)
^^^^^^^^^^^^^^^^
File "E:\Deep-Live-Cam\Deep-Live-Cam\venv\Lib\site-packages\customtkinter\windows\widgets\ctk_button.py", line 554, in _clicked
self._command()
File "E:\Deep-Live-Cam\Deep-Live-Cam\modules\ui.py", line 172, in
live_button = ctk.CTkButton(root, text='Live', cursor='hand2', command=lambda: webcam_preview(camera_variable.get(), virtual_cam_out_value.get()))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\Deep-Live-Cam\Deep-Live-Cam\modules\ui.py", line 442, in webcam_preview
preview_running = webcam_preview_loop(camera, source_image, frame_processors)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\Deep-Live-Cam\Deep-Live-Cam\modules\ui.py", line 365, in webcam_preview_loop
temp_frame = frame_processor.process_frame(source_image, temp_frame)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\Deep-Live-Cam\Deep-Live-Cam\modules\processors\frame\face_swapper.py", line 58, in process_frame
temp_frame = swap_face(source_face, target_face, temp_frame)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\Deep-Live-Cam\Deep-Live-Cam\modules\processors\frame\face_swapper.py", line 47, in swap_face
return get_face_swapper().get(temp_frame, target_face, source_face, paste_back=True)
^^^^^^^^^^^^^^^^^^
File "E:\Deep-Live-Cam\Deep-Live-Cam\modules\processors\frame\face_swapper.py", line 43, in get_face_swapper
FACE_SWAPPER = insightface.model_zoo.get_model(model_path, providers=modules.globals.execution_providers)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\Deep-Live-Cam\Deep-Live-Cam\venv\Lib\site-packages\insightface\model_zoo\model_zoo.py", line 96, in get_model
model = router.get_model(providers=providers, provider_options=provider_options)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\Deep-Live-Cam\Deep-Live-Cam\venv\Lib\site-packages\insightface\model_zoo\model_zoo.py", line 40, in get_model
session = PickableInferenceSession(self.onnx_file, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\Deep-Live-Cam\Deep-Live-Cam\venv\Lib\site-packages\insightface\model_zoo\model_zoo.py", line 25, in init
super().init(model_path, **kwargs)
File "E:\Deep-Live-Cam\Deep-Live-Cam\venv\Lib\site-packages\onnxruntime\capi\onnxruntime_inference_collection.py", line 419, in init
self._create_inference_session(providers, provider_options, disabled_optimizers)
File "E:\Deep-Live-Cam\Deep-Live-Cam\venv\Lib\site-packages\onnxruntime\capi\onnxruntime_inference_collection.py", line 452, in _create_inference_session
sess = C.InferenceSession(session_options, self._model_path, True, self._read_config_from_model)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
onnxruntime.capi.onnxruntime_pybind11_state.Fail: [ONNXRuntimeError] : 1 : FAIL : Load model from E:\Deep-Live-Cam\Deep-Live-Cam\modules..\models\inswapper_128.onnx failed:D:\a_work\1\s\onnxruntime\core\graph\model.cc:150 onnxruntime::Model::Model Unsupported model IR version: 10, max supported IR version: 9

[inisis]

@hacksider Hi, there seems to be a version mismatch, you can check the similar issue here or official doc, and can you attch your onnx and onnxruntime version

[inisis]

and if you want to use the slimmed model, it's preferred to slim under the same environment.

[inisis]

@hacksider is there any updates, I have tested and it really works.