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Deep Learning Garden

Liping's machine learning, computer vision, and deep learning home: resources about basics, applications, and many more…

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    • Machine Learning Glossary
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      • TensorFlow official links and examples
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      • TensorFlow examples (image-based)
      • TensorFlow examples (text-based)
      • TensorFlow setup resources
      • Distributed TensorFlow
      • TensorFlow tagged questions on Stack Overflow
      • Deprecated functions in TensorFlow
      • Some useful TensorFlow related videos on YouTube
    • Keras resources
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AI, Machine Learning, and Deep Learning Series: Big picture intro

(Stay tuned, as I keep updating the post while I grow and plow in my deep learning garden:))

This page provides big picture intro resources about AI, ML, and DL.

  • AI vs. Machine Learning vs. Deep Learning
  • The Data Science Venn Diagram by Drew Conway 
  • How Neural networks recognize a dog in a photo
  • Deep Learning Demystified (Published on May 23, 2016 by  Brandon Rohrer)

 

Recent Posts

  • DIRA workshop at CVPR 2020 will take place on June 14!
  • [CFP] Call for papers: CVPR 2020 DIRA Workshop
  • [Job opening] PhD and Master positions in GIScience and GeoAI
  • [Job opening] Summer interns in computer vision and machine learning!
  • [Paper published] Novel representation and method for effective zigzag noise denoising

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Categories

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  • MPI
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  • Home
  • (Deep) Machine Learning Resources
    • Machine Learning Glossary
    • Deep Learning Glossary
    • Essential Resources for Deep Learning
    • Resources about comparisons of deep learning frameworks
    • TensorFlow resources
      • TensorFlow official links and examples
      • TensorFlow examples from other sources
      • TensorFlow examples (image-based)
      • TensorFlow examples (text-based)
      • TensorFlow setup resources
      • Distributed TensorFlow
      • TensorFlow tagged questions on Stack Overflow
      • Deprecated functions in TensorFlow
      • Some useful TensorFlow related videos on YouTube
    • Keras resources
    • Microsoft Cognitive Toolkit (CNTK) Resources
    • Scikit-learn resources
      • Scikit-learn Resources
      • Scikit-learn official links and examples
      • Scikit-learn examples from other sources
      • Scikit-learn examples (image-based)
      • Scikit-learn examples (text-based)
    • Applications
    • Great blogs
    • OpenAI
    • tools4fun
  • Computer Vision (CV) Resources
    • Computer Vision (CV) resources
    • Resources for Image Processing in OpenCV
    • Computational Geometry in Python
    • Graph Theory Resources
  • GeoAI & (Geo) VIZ Resources
    • GeoAI Resources
    • (Geo) VIZ Resources
  • Publications
  • News
  • Jobs
  • About
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