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Repo for Image recognition of meter registers in bulk flow meters

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arghyam/flowvision

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Flow Vision

  1. Clone repository and go to the root directory.
  2. Use conda or python3 -m venv venv to create a virtual environment. Activate the virtual environment.
  3. Run pip install -r requirements.txt to install all the required dependencies.
  4. Run python src/run.py to start ASGI server.
  5. The following are the endpoints exposed from the service (a) POST /flowvision/v1/extract-reading (b) POST /flowvision/v1/feedback
  6. The API specification will give more details about the request and response structure

Use Qwen2-VL model

  • Choose the Qwen/Qwen2-VL-2B-Instruct model in the conf/config.yaml file.

Use OpenAI model

  • Choose the gpt-4o model in the conf/config.yaml file.

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Repo for Image recognition of meter registers in bulk flow meters

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