leaffliction

Detect plant diseases from leaf photos.

What is this?

You take a photo of a leaf. The computer tells you if it's healthy or sick.

How does it work?

Plants look different when they're sick. The computer learns to spot these differences.

1. Take a photo

2. The computer finds the leaf

It ignores the background and focuses only on the leaf:

3. The computer looks for patterns

It analyzes the leaf's texture and color to find signs of disease:

4. Result

The computer predicts what disease the leaf has (or if it's healthy).

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Try it

Installation

You need python, uv, make

git clone https://github.com/plagache/leaffliction
cd leaffliction
make setup

Usage

# Activate the environment
source activate

# Transform images
python Transformation.py -src images -dst debug

Debug

# display information about the nvidia graphic card in use
make nvidia

# dll and extract datasets
# make extract
make get_dateset

# display information about the distribution of the datasets
make distribution