Skip to content

kc531/Pattern_recognition_plant_leaf_classification

Repository files navigation

-> The folder "Plant Species" contains the images required for feature extraction.

-> Execute "feature_extraction.py" to get the features saved in the file "plant_species_features.csv" (Not necessary to run if the .csv file is already present). - Install "mahotas" python library to run the "feature_extraction.py" file. (command : pip install mahotas)

-> Run the "Main.m" Matlab file to train the SVM models and get the results.

-> Drive link for resized leaf images dataset : https://drive.google.com/drive/folders/1KwMxeWIa1Ygio6GOvSLvkIQxQqsSLyUh

-> Paste the “Plant Species” folder with images in the same path as “feature_extraction.py” before executing it.

About

SVM Implementation

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published