page-header

Plant Seedlings Classification

Project Description

Farmers know the important of AI more than most. Nowadays, convoluted neural networks (CNN) have made it easy to create models to differentiate between weeds and seedlings.

In this dataset, I created a CNN (using Keras) to determine the species of a plant seedling from an image. There were 12 species in all.

I first preprocessed the images then created the model and evaluated it. Deep learning, is very precise and needs a tremendous amount of patience.

Photo credit : Agrobase

  • This notebook is not available publicly due to course rules.

    Client: AIML Program at University of Texas, delivered online by Great Learning

    Skills: Deep Learning, Convolution Neural Networks (CNN) and Keras.