The online education sector has established itself as a game-changer. The arrival of learning management systems (LMS) has helped streamline this tran…
for this, we will be using the PASCAL dataset, this one contains images with multiple labels, it will serve as a perfect ex…
Pet Breeds classification
this task is actually more challenging than the cat/dog example.
#download the dataset
from fastbook import *
path = untar_d…
Chapter 4 : Under the Hood : Training a Digit Classifier.
First, let's try to build a classifier that could classify any image as a 3 or 7.
#get our s…
Part I : Deep Learning in Practice
Chapter 1 : Your Deep Learning Journey
Machine learning glossary
Pre-trained models: When using a pretrained model,…