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

286
Intel Software258 тыс
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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About Intel Software:
The Intel® Developer Zone encourages and supports software developers that are developing applications for Intel hardware and software products. The Intel Software YouTube channel is a place to learn tips and tricks, get the latest news, watch product demos from both Intel, and our many partners across multiple fields. You'll find videos covering the topics listed below, and to learn more, you can follow the links provided!

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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.

Your costs and results may vary.

Intel technologies may require enabled hardware, software, or service activation.

© Intel Corporation. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Other names and brands may be claimed as the property of others. ​

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