NEURAL NETWORKS: PLANT SEEDLINGS CLASSIFICATION

The Aarhus University Signal Processing group, in collaboration with the University of Southern Denmark, has recently released a dataset containing images of unique plants belonging to 12 different species at several growth stages.

I was provided with a dataset of images of plant seedlings at various stages of growth.

• Each image has a filename that is its unique id.

• The dataset comprises of 12 plant species.

• The goal of the project is to create a classifier capable of determining a plant's species from a photo.

Following were the learning outcomes:

• Pre-processing of image data

• Visualization of images

• Building the CNN

• Evaluating the Model