Follow Along Workshop | Bone Hunt: Discovering Dinosaurs with AI | Intel Software

Опубликовано 30 марта 2023, 16:29

This innovative workshop guides you through the AI techniques to create a likelihood map of discovering dinosaur bones in different locations. Explore machine-learning algorithms powered by Intel® oneAPI software, including Intel® Extension for Scikit-learn*, NumPy, and Intel® Distribution of OpenVINO™ Toolkit.

The workshop covers these topics:

Using Scikit-learn, we preprocess metadata and experiment with semi-supervised learning and clustering techniques, focusing on known dinosaur bone beds.

Applying metadata labeling to aerial photos to be fed to a convolutional neural network, we use the Intel® oneDNN library to classify the aerial images.

Using Intel OpenVINO Toolkit, we tap the inference capabilities of Intel® CPUs to process thousands of images and create a bone likelihood map. This map can be applied to other regions of the globe other than the region initially used for training.

Get the Intel® AI Analytics Toolkit: intel.ly/3W3EATF

Learn more about oneAPI: intel.ly/3YyeLfO

Intel® Extension for Scikit-Learn* Getting Started Guide: intel.ly/3jcV39u

Download Intel® Extension for PyTorch*: bit.ly/3hxBgB3

Download Intel® Distribution of OpenVINO™ toolkit: intel.ly/3FB2NcX

Intel® Developer Cloud: cloud.intel.com

GitHub Repo: bit.ly/3FurPdA

AI Examples: A Step-By-Step Guide to Hunting Dinosaurs with Intel® AI Blog: intel.ly/3jcgDLd

AI Tools, Libraries, and Framework Optimizations: intel.ly/3FClwEK

Development tools and resources help you prepare, build, deploy, and scale your AI solutions: intel.com/content/www/us/en/de...

Get performance gains ranging up to10x to 100x for popular deep-learning and machine-learning frameworks through drop-in Intel® optimizations: intel.com/content/www/us/en/de...

*Note that because dinosaur bones on US Federal lands are protected, the actual map created will be blurred to maintain privacy.

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Music by: Eric Sutherland / Pond5

#oneAPI #intelsoftware #ai #developertools #bonehunt

Notices & Disclaimers

Performance varies by use, configuration, and other factors. Learn more on the Performance Index site: edc.intel.com/content/www/us/e...

Performance results are based on testing as of dates shown in configurations and may not reflect all publicly available ​updates. See backup for configuration details. No product or component can be absolutely secure.

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Follow Along Workshop | Bone Hunt: Discovering Dinosaurs with AI | Intel Software