How to start a Deep Learning project?
In a 6-part series, I will explain the whole journey from starting to finishing a deep learning (DL) project. We will…
Build a Deep Learning dataset (Part 2)
The success of a Deep Learning project depends on the quality of your dataset. In the 2nd part of this series, we…
Deep Learning designs (Part 3)
In part 3, we cover some high level deep learning strategy. Then we go into the details of the most common design…
Visualize Deep Network models and metrics (Part 4)
In troubleshooting a deep network, people jump to conclusions too early too fast. Before learning how to troubleshoot…
Debug a Deep Learning Network (Part 5)
You have build a deep network (DN) but the predictions are garbage. How are you going to troubleshoot the problem? In…
Improve Deep Learning Models performance & deep network tuning (Part 6)
Once we have our models debugged, we can focus on the model capacity and the tuning. In this section, we will discuss…
"Understanding Matrix capsules with EM Routing (Based on Hinton's Capsule Networks)"
Neural Turing Machines: a fundamental approach to access memory in deep learning
Memory is a crucial part of the brain and the computer. In some areas of deep learning, we extend the capabilities of…
How deep learning fakes videos (Deepfake) and how to detect it?
Fabrication of celebrity porn pics is nothing new. However, in late 2017, a user on Reddit named Deepfakes started…
AI: Snap a UI mockup & finish the prototype in seconds.
Brainstorming, mockups and prototyping take up a large portion of time in product designs. It will be ideal if we can…
"Deep learning without going down the rabbit holes."
without going down the rabbit holes." Deep learningjhui.github.io
"Deep learning without going down the rabbit holes. (Part 2)"
without going down the rabbit holes. (Part 2)" Deep learningjhui.github.io