abdullahselek/plant-disease-classification

A Python module that classifies disease on plants.

plant-disease-classification

A Python module that classifies disease on plants. You can classify plant images from Python or from the command line with a simple classification library.

Built using Deep Learning and Convolutional Networks models trained here.

This also provides a simple plant disease classification command line tool that lets you do face recognition on a folder of images from the command line.

Installation

You can install plant-disease-classification using:

$ pip install plant-disease-classification

Getting the code

The code is hosted at https://github.com/abdullahselek/plant-disease-classification

Check out the latest development version anonymously with:

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

To install dependencies, run either:

$ pip install -r requirements.txt

To install the minimal dependencies for production use (i.e., what is installed with pip install plant-disease-classification) run:

$ pip install -r requirements.txt

Usage

Classification using Python

from plant_disease_classification import api

# Classification with image path
result = api.classify(image_path="YOUR_IMAGE_PATH")

# Classification with image data
result = api.classify(image_data=YOUR_IMAGE_DATA)

Classification via CLI

python -m plant_disease_classification -p testdata/4507d7a208e839e34466ba7d7bdb144e.jpg

python -m plant_disease_classification -d BASE64_ENCODED_IMAGE_DATA