jaydeepjethwa/detox

A web-app to identify toxic comments in a youtube channel and delete them.

Hi 👋, I'm Jaydeep Jethwa

Python & Machine Learning Developer

I am Computer Engineering Undergrad student 👨‍💻. My primary interest lies in developing end-to-end solutions, solving real world problems, with the power of technology. As a student, I have taken many courses, developed projects and learning new skills. And, I'm looking forward to put those skills and knowledge to good use.

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Cool Stuff About Me:

• 🌱 I’m currently learning Backend Development and Deep Learning.
• 👯 I’m looking to collaborate on projects involving Machine Learning and Deep Learning applications.
• 💬 Ask me about Machine Learning, Deep Learning, Backend Development and Gaming 🎮.
• 📫 How to reach me: [email protected]
• 🎮 You'll find me playing games and reading blogs about innovative technology 💻.

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Programming Languages & Tools Preference

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Find me on the web 🙋‍♂️

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Thank you for visiting 😄

⭐️ From Jaydeep

detox's Issues

Anyone have the pickle file for the model

My laptop is a very old model.So please anyone has the pickle file for the model please share with me.
email:[email protected]

path error - toxic_model.pth

Hello,

I am trying to run your web app and I keep getting errors. As I couldn't figure it out by myself I decided to ask you.

I have downloaded the pretrained models and set their path. And I got a error of toxic_model.pth file is missing under fine_tuned folder.

FileNotFoundError: [Errno 2] No such file or directory: 'machine_learning/model_hub/fine_tuned/toxic_model.pth'

I tried adding a blank file with toxic_model.pth but it still gives this error.

EOFError: Ran out of input

Please guide me with what data is missing from toxic_model.pth and ho to proceed further

I am attaching both errors.

ERROR with toxic_model.pth

(venv) PS D:\DeTox-main\DeTox-main\app> uvicorn main:app --reload
INFO:     Will watch for changes in these directories: ['D:\\DeTox-main\\DeTox-main\\app']
INFO:     Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
INFO:     Started reloader process [8104] using StatReload
  File "D:\DeTox-main\venv\lib\site-packages\starlette\routing.py", line 530, in __aenter__
    await self._router.startup()
  File "D:\DeTox-main\venv\lib\site-packages\starlette\routing.py", line 614, in startup
    handler()
  File "D:\DeTox-main\DeTox-main\app\.\main.py", line 30, in startup_event
    load_model()
  File "D:\DeTox-main\DeTox-main\app\.\machine_learning\make_predictions.py", line 23, in load_model
    model.load_state_dict(torch.load(fine_tuned_path, map_location=device))
  File "D:\DeTox-main\venv\lib\site-packages\torch\serialization.py", line 791, in load
    with _open_file_like(f, 'rb') as opened_file:
  File "D:\DeTox-main\venv\lib\site-packages\torch\serialization.py", line 271, in _open_file_like
    return _open_file(name_or_buffer, mode)
  File "D:\DeTox-main\venv\lib\site-packages\torch\serialization.py", line 252, in __init__
    super().__init__(open(name, mode))
FileNotFoundError: [Errno 2] No such file or directory: 'machine_learning/model_hub/fine_tuned/toxic_model.pth'

ERROR:    Application startup failed. Exiting.

ERROR without toxic_model.pth

(venv) PS D:\DeTox-main\DeTox-main\app> uvicorn main:app --reload
INFO:     Will watch for changes in these directories: ['D:\\DeTox-main\\DeTox-main\\app']
INFO:     Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
INFO:     Started reloader process [12256] using StatReload
INFO:     Started server process [15368]
INFO:     Waiting for application startup.
ERROR:    Traceback (most recent call last):
  File "D:\DeTox-main\venv\lib\site-packages\starlette\routing.py", line 635, in lifespan
    async with self.lifespan_context(app):
  File "D:\DeTox-main\venv\lib\site-packages\starlette\routing.py", line 530, in __aenter__
    await self._router.startup()
  File "D:\DeTox-main\venv\lib\site-packages\starlette\routing.py", line 614, in startup
    handler()
  File "D:\DeTox-main\DeTox-main\app\.\main.py", line 30, in startup_event
    load_model()
  File "D:\DeTox-main\DeTox-main\app\.\machine_learning\make_predictions.py", line 23, in load_model
    model.load_state_dict(torch.load(fine_tuned_path, map_location=device))
  File "D:\DeTox-main\venv\lib\site-packages\torch\serialization.py", line 815, in load
    return _legacy_load(opened_file, map_location, pickle_module, **pickle_load_args)
  File "D:\DeTox-main\venv\lib\site-packages\torch\serialization.py", line 1033, in _legacy_load
    magic_number = pickle_module.load(f, **pickle_load_args)
EOFError: Ran out of input

ERROR:    Application startup failed. Exiting.