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Precision and Recall for Time Series

Anomaly detection is the process of identifying abnormal events, also known as anomalies, using advanced detection techniques, such as DNN ...

Industry Analysis - Brian Dipert - 2019-02-11 09:39 - 0 comments - 0 attachments

Introducing INT8 Quantization for Fast CPU Inference Using OpenVINO

Reducing model precision is an efficient way to accelerate inference on processors that support low precision math. ...

Industry Analysis - Brian Dipert - 2019-02-07 12:03 - 0 comments - 0 attachments

Scalable Methods for 8-bit Training of Neural Networks

In spite of much research into different quantization schemes, the number of bits required and the best quantization scheme is still unkno ...

Industry Analysis - Brian Dipert - 2019-01-27 19:30 - 0 comments - 0 attachments

Seeing the Wood for the Trees: Using AI for Smarter Forest Management

As cities expand and competition for space increases, managing vital green spaces is becoming increasingly important. ...

Industry Analysis - Brian Dipert - 2019-01-21 07:15 - 0 comments - 0 attachments

A Man, a GAN, and a 1080 Ti: How Jason Antic Created ‘De-Oldify’

You don’t need to be an an academic or to work for a big company to get into AI. You can just be a guy with a GeForce 1080 Ti and a GAN. ...

Industry Analysis - Brian Dipert - 2019-01-16 05:03 - 0 comments - 0 attachments

6 Reasons Why Deep Learning Accelerators Need Vision Processors

If you're looking to add deep learning capabilities to your next design, don't forget about the additional vision and imaging ta ...

Industry Analysis - Brian Dipert - 2018-12-30 17:30 - 0 comments - 0 attachments

NVIDIA Developer Blog 2018 Highlights

This year proved to be a banner year for the NVIDIA Developer Blog, publishing over 80 new technical articles. ...

Industry Analysis - Brian Dipert - 2018-12-28 05:26 - 0 comments - 0 attachments

HE-Transformer for nGraph: Enabling Deep Learning on Encrypted Data

HE resolves the seemingly conflicting demands that machine learning requires data, while privacy requirements tend to preclude its use. ...

Industry Analysis - Brian Dipert - 2018-12-21 07:36 - 0 comments - 0 attachments

nGraph Compiler Stack–Beta Release

Deep Learning (DL) computational performance is critical for scientists and engineers applying deep learning techniques to many challenges ...

Industry Analysis - Brian Dipert - 2018-12-19 06:25 - 0 comments - 0 attachments

AutoSens 2018 Show Report: Another 5 Lessons Learned

We’re still at the beginning of the massive change that’s coming to the automotive and transportation industries. ...

Industry Analysis - Brian Dipert - 2018-12-17 10:11 - 0 comments - 0 attachments