Recurrent Neural Network Writes Sentences About Images | Two Minute Papers #23

Recurrent Neural Network Writes Sentences About Images | Two Minute Papers #23

9 Cool Deep Learning Applications | Two Minute Papers #35

9 Cool Deep Learning Applications | Two Minute Papers #35

Dear Fellow Scholars, this is Two Minute Papers with Károly Zsolnai-Fehér. There are so many applications of deep learning, I was really excited to put together a short, but really cool list of some of the more recent results for…

Deep Photo Style Transfer | Two Minute Papers #150

Deep Photo Style Transfer | Two Minute Papers #150

Dear Fellow Scholars, this is Two Minute Papers with Károly Zsolnai-Fehér. Let’s have a look at this majestic technique that is about style transfer for photos. Style transfer is a magical algorithm where we have one photograph with content, and…

Human Pose Estimation With Deep Learning | Two Minute Papers #106

Human Pose Estimation With Deep Learning | Two Minute Papers #106

Dear Fellow Scholars, this is Two Minute Papers with Károly Zsolnai-Fehér. Pose estimation is an interesting area of research where we typically have a few images or video footage of humans, and we try to automatically extract the pose this…

How to Make an Image Classifier - Intro to Deep Learning #6

How to Make an Image Classifier – Intro to Deep Learning #6

How do we classify things? We consider people to be expertsin a field if they've mastered classification. Doctors can classify between a goodblood sample, and a bad one. Photographers can classify if theirlatest shot was beautiful, or not. Musicians can…

AI Learns Geometric Descriptors From Depth Images | Two Minute Papers #148

AI Learns Geometric Descriptors From Depth Images | Two Minute Papers #148

Dear Fellow Scholars, this is Two Minute Paperswith Károly Zsolnai-Fehér. Today, we're going to discuss a great pieceof work that shows us how efficient and versatile neural network-based techniques had becomerecently. Here, the input is a bunch or RGB-D images,which…

Create and train a CNN Image Classifier with Keras

Create and train a CNN Image Classifier with Keras

in this video we'll be demonstrating how to build a simple convolutional neural network or CNN in Karras and then train it on images of cats and dogs so in previous videos I explained some basic principles for working with…

Image preparation for CNN Image Classifier with Keras

Image preparation for CNN Image Classifier with Keras