Intel Software258 тыс
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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.
Powered by oneAPI
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!
Connect with Intel Software:
Visit INTEL SOFTWARE WEBSITE: intel.ly/2KeP1hD
Like INTEL SOFTWARE on FACEBOOK: bit.ly/2z8MPFF
Follow INTEL SOFTWARE on TWITTER: bit.ly/2zahGSn
INTEL SOFTWARE GITHUB: bit.ly/2zaih6z
INTEL DEVELOPER ZONE LINKEDIN: bit.ly/2z979qs
INTEL DEVELOPER ZONE INSTAGRAM: bit.ly/2z9Xsby
INTEL GAME DEV TWITCH: bit.ly/2BkNshu
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
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.
Powered by oneAPI
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!
Connect with Intel Software:
Visit INTEL SOFTWARE WEBSITE: intel.ly/2KeP1hD
Like INTEL SOFTWARE on FACEBOOK: bit.ly/2z8MPFF
Follow INTEL SOFTWARE on TWITTER: bit.ly/2zahGSn
INTEL SOFTWARE GITHUB: bit.ly/2zaih6z
INTEL DEVELOPER ZONE LINKEDIN: bit.ly/2z979qs
INTEL DEVELOPER ZONE INSTAGRAM: bit.ly/2z9Xsby
INTEL GAME DEV TWITCH: bit.ly/2BkNshu
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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