Google releases new TensorFlow Object Detection API

  • Google is releasing a new TensorFlow object detection API to make it easier for developers and researchers to identify objects within images.
  • Google is trying to offer the best of simplicity and performance — the models being released today have performed well in benchmarking and have become regularly used in research.
  • The handful of models included in the detection API include heavy duty inception-based convolutional neural networks and streamlined models designed to operate on less sophisticated machines — a MobileNets single shot detector comes optimized to run in real-time on a smartphone.
  • Earlier this week Google announced its MobileNets family of lightweight computer vision models.
  • Google, Facebook and Apple have been pouring resources into these mobile models.

Google is releasing a new TensorFlow object detection API to make it easier for developers and researchers to identify objects within images. Google is trying..
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GitHub

.@mza announcing a new deeplearning benchmark:  #reInvent

  • To run comparisons in a deep learning cluster created with CloudFormation
  • The runscalabilitytest.sh script runs scalability tests and records the throughput as images/sec in CSV files under ‘csv_*’ directories.
  • Step 1: Create a deep learning cluster using CloudFormation .
  • Scalability Comparison Scripts for Deep Learning Frameworks

Contribute to deeplearning-benchmark development by creating an account on GitHub.
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Top Algorithms and Methods Used by Data Scientists

#ICYMI Top #Algorithms and Methods Used by Data Scientists  #DataScience #MachineLearning

  • Latest KDnuggets poll identifies the list of top algorithms actually used by Data Scientists, finds surprises including the most academic and most industry-oriented algorithms.
  • We note that almost everyone uses supervised learning algorithms .
  • I stand corrected and renamed this post to “Top 10 algorithms and methods ” .
  • KDnuggets Home > News > 2016 > Sep > News, Features > Top Algorithms and Methods Used by Data Scientists ( 16:n33 )
  • We analyzed the usage of top 10 algorithms + Deep Learning by employment type.


Latest KDnuggets poll identifies the list of top algorithms actually used by Data Scientists, finds surprises including the most academic and most industry-oriented algorithms.
Continue reading “Top Algorithms and Methods Used by Data Scientists”

Top Algorithms and Methods Used by Data Scientists

#ICYMI Top Algorithms and Methods Used by #Data Scientists  #DataScience #MachineLearning

  • Latest KDnuggets poll identifies the list of top algorithms actually used by Data Scientists, finds surprises including the most academic and most industry-oriented algorithms.
  • We note that almost everyone uses supervised learning algorithms .
  • I stand corrected and renamed this post to “Top 10 algorithms and methods ” .
  • KDnuggets Home > News > 2016 > Sep > News, Features > Top Algorithms and Methods Used by Data Scientists ( 16:n33 )
  • We analyzed the usage of top 10 algorithms + Deep Learning by employment type.


Latest KDnuggets poll identifies the list of top algorithms actually used by Data Scientists, finds surprises including the most academic and most industry-oriented algorithms.
Continue reading “Top Algorithms and Methods Used by Data Scientists”

Top Algorithms and Methods Used by Data Scientists

Top 10 #MachineLearning #Algorithms Used by #DataScientists ➡️   #BigData | @kdnuggets

  • Fig. 1: Top 10 algorithms & methods used by Data Scientists.
  • I stand corrected and renamed this post to “Top 10 algorithms and methods ” .
  • KDnuggets Home > News > 2016 > Sep > News, Features > Top Algorithms and Methods Used by Data Scientists ( 16:n33 )
  • We analyzed the usage of top 10 algorithms + Deep Learning by employment type.
  • Latest KDnuggets poll identifies the list of top algorithms actually used by Data Scientists, finds surprises including the most academic and most industry-oriented algorithms.


Latest KDnuggets poll identifies the list of top algorithms actually used by Data Scientists, finds surprises including the most academic and most industry-oriented algorithms.
Continue reading “Top Algorithms and Methods Used by Data Scientists”