What is reinforcement learning? The complete guide

What is reinforcement learning? The complete guide

Although machine learning is seen as a monolith, this cutting-edge technology is diversified, with various sub-types including machine learning, deep learning, and the state-of-the-art technology of deep reinforcement learning.

Keras or PyTorch as your first deep learning framework

Keras and PyTorch are both excellent choices for your first deep learning framework. Learn how they differ and which one will suit your needs better.

Learning to run – an example of reinforcement learning

Learning to run – an example of reinforcement learning

Software that understands muscle-controlled limb movement would be able to translate neural signals into instructions for automated arms or legs.

Playing Atari with deep reinforcement learning – deepsense.ai’s approach

Playing Atari with deep reinforcement learning – deepsense.ai’s approach

From countering an invasion of aliens to demolishing a wall with a ball – AI outperforms humans after just 20 minutes of training.

Spot the flaw – visual quality control in manufacturing

Spot the flaw – visual quality control in manufacturing

Harnessing the power of AI’s image recognition and deep learning may significantly reduce the cost of visual quality control.

Artificial intelligence imagining and reasoning about the future

Artificial intelligence imagining and reasoning about the future

deepsense.ai ML team has been working with Google Brain on helping AI imagine and reason about the future. They started from optimizing TensorFlow’s infrastructure for reinforcement learning and moved to end-to-end training of AI entirely on Google’s newest Cloud TPUs.

Starting deep learning hands-on: image classification on CIFAR-10

Starting deep learning hands-on: image classification on CIFAR-10

Tired of overly theoretical introductions to deep learning? Experiment hands-on with CIFAR-10 image classification with Keras by running code in Neptune.

Image classification sample solution for Kaggle competition

Image classification sample solution for Kaggle competition

We’ve open sourced image classification sample solution that lets data scientists start competing in the currently running Kaggle Cdiscount competition.

Logo detection and brand visibility analytics

Logo detection and brand visibility analytics – example

Monitoring brand visibility is an important business problem. We describe our solution for logo detection and visibility analytics with deep learning.

Using deep learning for Single Image Super Resolution

Using deep learning for Single Image Super Resolution

We apply three different deep learning models to reproduce state-of-the-art results in single image super resolution.