Description

 4129
Deep learning is giving machines near human levels of visual recognition capabilities and disrupting many applications by replacing hand-coded software with predictive models learned directly from data. This lab introduces the machine learning workflow and provides hands-on experience with using deep neural networks (DNN) to solve a real-world image classification problem. You will walk through the process of data preparation, model definition, model training and troubleshooting, validation testing and strategies for improving model performance. You will also see the benefits of GPU acceleration in the model training process. On completion of this lab you will have the knowledge to use NVIDIA DIGITS to train a DNN on your own image classification dataset.
Lab Details
Tokens Required: Free
Levels: Beginner
Duration: 01 h:30 m
Access Time: 01 h:55 m
Setup Time: 00 h:05 m
Tags: Deep Learning, Machine Learning, DIGITS
Language globe Available Languages:

To take a lab in a different language change the default language in your account

En English
Ja 日本語

Reviews 1072

  1. Bingshen Lu

    Bingshen Lu Reviewed about 10 hours ago
  2. saikiran karanam

    saikiran karanam Reviewed about 23 hours ago
  3. Max Giammatteo

    Max Giammatteo Reviewed 1 day ago
  4. Hao Liu

    Hao Liu Reviewed 1 day ago
  5. shankarshana janarthanan

    shankarshana janarthanan Reviewed 1 day ago
Support