Create Deepfakes in 5 Minutes with First Order Model Method

Create Deepfakes in 5 Minutes with First Order Model Method

Deepfakes have entered mainstream culture. These realistic-looking fake videos, in which it seems that someone is doing and/or saying something even though they didn’t, went viral a couple of years ago. If fact, the term first appeared back in 2017, when...
Receptive Field Arithmetic for Convolutional Neural Networks

Receptive Field Arithmetic for Convolutional Neural Networks

In the past couple of years, convolutional neural networks became one of the most used deep learning concepts. They are used in a variety of industries for object detection, pose estimation, and image classification. For example, in healthcare, they are heavily used...
Collaborative Filtering with Machine Learning and Python

Collaborative Filtering with Machine Learning and Python

In the previous article, we had a chance to see how we can build Content-Based Recommendation Systems. These systems are quite easy and they consider only interaction of a single user with the items of our platform. Essentially, when we are building such a system, we...