https://github.com/abdullahselek/plant-disease-classification-api

REST API for the classification of plant diseases.
https://github.com/abdullahselek/plant-disease-classification-api

disease-classification machine-learning-algorithms neural-networks plant-disease-classification rest-api

Last synced: 3 days ago
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REST API for the classification of plant diseases.

• Host: GitHub
• URL: https://github.com/abdullahselek/plant-disease-classification-api
• Owner: abdullahselek
• License: mit
• Created: 2020-11-22T21:02:20.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2022-10-15T10:39:54.000Z (about 2 years ago)
• Last Synced: 2024-12-08T14:41:23.485Z (14 days ago)
• Topics: disease-classification, machine-learning-algorithms, neural-networks, plant-disease-classification, rest-api
• Language: Python
• Homepage:
• Size: 64.4 MB
• Stars: 4
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

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README

        
plant-disease-classification-api

================================

**plant-disease-classification-api** is a REST API project that aims to classify diseases on plants. It is based on the ML models available at

`https://github.com/abdullahselek/plant-disease-classification-models `_. I aimed to keep this

API simple so there is only one endpoint available which is responsible from classification. I plan to add more advanced ML models in the future so endpoint is designed

to support this. API has available Swagger interface for quick tests and documentation. After you launch the project it will be available on `docs `_.

List of contents

----------------

- `Installation <#installation>`_

- `Requirements <#requirements>`_

- `Running tests <#running-tests>`_

- `Running <#running>`_

- `License <#license>`_

Installation

------------

The code is hosted at this `repo `_. Check out the latest main version anonymously with::

    git clone git://github.com/abdullahselek/plant-disease-classification-api.git

    cd plant-disease-classification-api

Requirements

------------

- Python 3.6 or higher

- Python modules available in requirements.txt

- Installation using ``pip install -r requirements.txt``

Running tests

-------------

- Complete [requirements](#requirements) section

- Install test dependencies using `pip install -r requirements.testing.txt`

- Install local API module ``pip install -e .``

- Run tests ``pytest -s -v tests/``

Running

-------

Launch the API and documentation ``uvicorn plant_disease_classification_api.main:app``, it will be available at http://127.0.0.1:8000.

Use ``uvicorn plant_disease_classification_api.main:app --host 0.0.0.0`` to run API on a server.

License

-------

`MIT License `_