Mapillary maps objects detected in imagery using deep learning in 3D

Converting 2D Imagery Using to 3D with Deep Learning

Here's a practical example of using AI to convert 2D images into 3D. To make this happen, Mapillary needed to figure out a technology that... Details
Efficient and Scalable Deep Learning

Efficient and Scalable Deep Learning

Microsoft Research features a talk by Wei Wen on Efficient and Scalable Deep Learning (slides) In deep learning, researchers keep gaining higher performance by using... Details
AI Learns To Compute Game Physics In Microseconds

AI Learns To Compute Game Physics In Microseconds

Two Minute Papers examines the paper "Subspace Neural Physics: Fast Data-Driven Interactive Simulation." Details
Speeding Up Image Embedding Model in Bing Semantic Precise Image Search with the ONNX Runtime

Speeding Up Image Embedding Model in Bing Semantic Precise Image Search with the ONNX Runtime

Accelerate and optimize machine learning models regardless of training framework using ONNX and ONNX Runtime. This episode introduces both ONNX and ONNX Runtime and provides... Details
Adversarial Attacks on Neural Networks

Adversarial Attacks on Neural Networks

Two Minute Papers explores the paper "Adversarial Examples Are Not Bugs, They Are Features" in this video. Details
Create a Deep Neural Network Model in ML.NET for Image Classification

Create a Deep Neural Network Model in ML.NET for Image Classification

Jon Wood has created another video showing how to use ML.NET and the (currently) preview version of 1.4 to create a deep neural network model... Details
TensorFlow’s Neural Structured Learning Makes Deep Learning Super Easy

TensorFlow’s Neural Structured Learning Makes Deep Learning Super Easy

TensorFlow is already one of the most popular tools for creating deep learning models. Google this week introduced Neural Structured Learning (NSL) to make this... Details
FPGA Concept Demo of A Deep Learning Processor

FPGA Concept Demo of A Deep Learning Processor

If your curiosity about hardware acceleration for deep learning was piqued by this post, then check out this video on FPGA. Details
TPU Vs GPU Vs CPU: Which Hardware Should You Choose For Deep Learning

TPU Vs GPU Vs CPU: Which Hardware Should You Choose For Deep Learning

While Deep learning has grown in leaps and bounds in just a few short years, it still requires a complex methodology reliant on trial-and-error to... Details
Zero to Deep Learning: The Logistics

Zero to Deep Learning: The Logistics

Here's a great article guiding people from going from zero deep learning experience to a "steady state" practitioner. Deep learning models can be intimidating and... Details