{"id":918561,"date":"2020-07-08T09:20:56","date_gmt":"2020-07-08T16:20:56","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=918561"},"modified":"2020-07-13T13:05:09","modified_gmt":"2020-07-13T20:05:09","slug":"deep-learning-at-the-esri-uc","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/product\/analytics\/deep-learning-at-the-esri-uc","title":{"rendered":"Deep Learning at the Esri UC"},"author":6651,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341,22931],"tags":[31601,186132,679231,557702],"industry":[],"product":[],"class_list":["post-918561","blog","type-blog","status-publish","format-standard","hentry","category-analytics","category-imagery","tag-data-science","tag-deep-learning","tag-esri-uc-2020","tag-imagery-and-remote-sensing"],"acf":{"short_description":"Learn about deep learning at the 2020 Esri User Conference (UC).","flexible_content":[{"acf_fc_layout":"content","content":"

This year\u2019s UC is completely virtual, meaning all things deep learning and much more will be available at your fingertips starting July 13th<\/sup> \u2013 tech workshops, sessions, the showcase, exhibitors, plenary and more. So you don\u2019t miss out on any of this rich content, be sure to register for the UC here<\/a>.<\/p>\n

What has us most excited this year, is the ability to show you the leaps Esri has made in the area of deep learning. There\u2019s just so much, that we couldn\u2019t pack it all into a single UC session! In total, 6 sessions specifically cover deep learning and, to ensure everyone walks away with valuable information, our sessions cater to a wide variety of personas ranging from, Data Scientists, to Developers, to Image Analysts, to GIS Analysts.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":925171,"id":925171,"title":"cloud-removal-impaint-model","filename":"cloud-removal-impaint-model.gif","filesize":1330042,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/cloud-removal-impaint-model.gif","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/product\/analytics\/deep-learning-at-the-esri-uc\/cloud-removal-impaint-model","alt":"","author":"6651","description":"","caption":"Cloud removal with a ready-to-use image inpainting model.","name":"cloud-removal-impaint-model","status":"inherit","uploaded_to":918561,"date":"2020-07-08 19:52:23","modified":"2020-07-08 19:53:51","menu_order":0,"mime_type":"image\/gif","type":"image","subtype":"gif","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":800,"height":450,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/cloud-removal-impaint-model-213x200.gif","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/cloud-removal-impaint-model.gif","medium-width":464,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/cloud-removal-impaint-model.gif","medium_large-width":768,"medium_large-height":432,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/cloud-removal-impaint-model.gif","large-width":800,"large-height":450,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/cloud-removal-impaint-model.gif","1536x1536-width":800,"1536x1536-height":450,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/cloud-removal-impaint-model.gif","2048x2048-width":800,"2048x2048-height":450,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/cloud-removal-impaint-model.gif","card_image-width":800,"card_image-height":450,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/cloud-removal-impaint-model.gif","wide_image-width":800,"wide_image-height":450}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

To get everyone started on the right foot, join us for, Using Deep learning with Imagery in ArcGIS<\/a><\/em>. This on-demand session will take you through a journey of the tools in ArcGIS Pro via demos, talk through scenarios for scaling your processing using ArcGIS Image Server, introduce you to the ArcGIS API for Python via scenario-based demos, and finally, cover access points of the deep learning tools in ArcGIS. This will be your one-stop-shop to understand where deep learning fits in ArcGIS.<\/p>\n"},{"acf_fc_layout":"content","content":"

Data Scientist and Developers<\/strong><\/h2>\n"},{"acf_fc_layout":"content","content":"

Then, for you data scientists, developers, \u2018deep\u2019 deep learners, imagery ninjas, and those who want to know what happens behind the scenes using our Python APIs, you must watch the Deep Dive into Deep Learning<\/a> <\/em>session. Streaming live on Wednesday, July 15th<\/sup> from 8:40 a.m to 9:40 a.m. PDT, tune in to see one of the most demo rich sessions at UC (we might be biased in saying that, but we really do have around 12 demos!).<\/p>\n"},{"acf_fc_layout":"content","content":"

Analysts<\/strong><\/h2>\n"},{"acf_fc_layout":"content","content":"

For our Image Analysts, join us for ArcGIS Pro: Using Imagery and Deep Learning<\/a><\/em>. This on-demand session will specifically focus on imagery deep learning workflows in ArcGIS Pro.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":923561,"id":923561,"title":"arcgis-notebooks-arcgis-pro-shipwreck-detection","filename":"arcgis-notebooks-arcgis-pro-shipwreck-detection.jpg","filesize":191116,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2019\/01\/arcgis-notebooks-arcgis-pro-shipwreck-detection.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/product\/analytics\/deep-learning-at-the-esri-uc\/arcgis-notebooks-arcgis-pro-shipwreck-detection","alt":"","author":"6651","description":"","caption":"Detecting shipwrecks with bathymetric data using ArcGIS Notebooks in ArcGIS Pro.","name":"arcgis-notebooks-arcgis-pro-shipwreck-detection","status":"inherit","uploaded_to":918561,"date":"2020-07-08 16:00:07","modified":"2020-07-08 19:56:17","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1715,"height":910,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2019\/01\/arcgis-notebooks-arcgis-pro-shipwreck-detection-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2019\/01\/arcgis-notebooks-arcgis-pro-shipwreck-detection.jpg","medium-width":464,"medium-height":246,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2019\/01\/arcgis-notebooks-arcgis-pro-shipwreck-detection.jpg","medium_large-width":768,"medium_large-height":408,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2019\/01\/arcgis-notebooks-arcgis-pro-shipwreck-detection.jpg","large-width":1715,"large-height":910,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2019\/01\/arcgis-notebooks-arcgis-pro-shipwreck-detection-1536x815.jpg","1536x1536-width":1536,"1536x1536-height":815,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2019\/01\/arcgis-notebooks-arcgis-pro-shipwreck-detection.jpg","2048x2048-width":1715,"2048x2048-height":910,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2019\/01\/arcgis-notebooks-arcgis-pro-shipwreck-detection-826x438.jpg","card_image-width":826,"card_image-height":438,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2019\/01\/arcgis-notebooks-arcgis-pro-shipwreck-detection.jpg","wide_image-width":1715,"wide_image-height":910}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

Additionally, for GIS Analysts and, those new to deep learning, be sure to check out Deep Learning for Geographers<\/a><\/em>. During the session, we will simplify how deep learning works under the hood \u2013 without all the complex math involved. We\u2019ll also explain how deep learning works in ArcGIS and how various deep learning models can be applied to GIS to solve an array of problems, all through engaging demos.<\/p>\n"},{"acf_fc_layout":"content","content":"

See what’s coming<\/strong><\/h2>\n"},{"acf_fc_layout":"content","content":"

If you\u2019re interested in a sneak peek of the deep learning projects we are working on for future releases, you won\u2019t want to miss the ArcGIS Pro: The Road Ahead<\/a><\/em> (Monday, July 13th<\/sup> @ 1:40 p.m. PDT) and ArcGIS Enterprise: The Road Ahead<\/a><\/em> (Tuesday, July 14 @1:40 p.m. PDT). During these sessions, we\u2019ll briefly surface future deep learning capabilities.<\/p>\n"},{"acf_fc_layout":"content","content":"

Get to know ArcGIS products<\/strong><\/h2>\n"},{"acf_fc_layout":"content","content":"

Lastly, if you\u2019re interested in receiving an introduction to the ArcGIS products and tools that make deep learning possible, join us for ArcGIS Image Analyst: An Introduction<\/a>, ArcPy: An Introduction<\/a>, Spatial Analyst: An Introduction<\/a>, ArcGIS Image Server: Raster Analytics<\/a>, <\/em>and ArcGIS API for Python: An Introduction to the Modules<\/a>.<\/em><\/p>\n

See what session fits your needs or, watch them all! We hope to leave you as a deep learning ninja by the end of the 3-day event! Enjoy!<\/p>\n

Interested in other imagery and raster analysis UC sessions and resources? Check out this UC 2020 Guide to All Things Imagery & Rasters.<\/a><\/p>\n"}],"authors":[{"ID":8452,"user_firstname":"Vinay","user_lastname":"Viswambharan","nickname":"Vinay Viswambharan","user_nicename":"vinayv","display_name":"Vinay Viswambharan","user_email":"vinayv@esri.com","user_url":"https:\/\/www.esri.com\/arcgis-blog\/author\/vinayv\/","user_registered":"2018-10-04 22:28:54","user_description":"Principal Product manager on the Imagery team at Esri, with a zeal for remote sensing, AI and everything imagery.","user_avatar":""},{"ID":6911,"user_firstname":"Rohit","user_lastname":"Singh","nickname":"Rohit Singh","user_nicename":"rsinghesri-com","display_name":"Rohit Singh","user_email":"rsingh@esri.com","user_url":"","user_registered":"2018-03-02 00:19:00","user_description":"Rohit Singh is Director of Esri\u2019s R&D Center in New Delhi, leading the design and development of Geospatial AI capabilities across the ArcGIS platform. He has played a key role in the development of ArcGIS API for Python, ArcGIS Java Engine API, and the Linux enablement of ArcGIS. An alumnus of IIT Kharagpur, Rohit holds an MS in Computer Science with specialization in AI from Georgia Tech.","user_avatar":""},{"ID":6651,"user_firstname":"Mallory","user_lastname":"Delgadillo","nickname":"Mallory Delgadillo","user_nicename":"mdelgadillo","display_name":"Mallory Delgadillo","user_email":"MDelgadillo@esri.com","user_url":"","user_registered":"2018-03-02 00:18:37","user_description":"Mallory Delgadillo is the Lead Product Marketing Manager for Esri's SaaS, Imagery, and Spatial Data Science products. During her nine years at Esri, she has focused on educating and inspiring data and remote sensing enthusiasts to think spatially, enhancing their understanding of GIS applications.","user_avatar":""}],"related_articles":[{"ID":912191,"post_author":"10232","post_date":"2020-07-02 13:20:30","post_date_gmt":"2020-07-02 20:20:30","post_content":"","post_title":"Spatial Analysis and Data Science at the 2020 Esri User Conference","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"spatial-analysis-and-data-science-at-the-2020-esri-user-conference","to_ping":"","pinged":"","post_modified":"2024-01-04 10:45:42","post_modified_gmt":"2024-01-04 18:45:42","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=912191","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"2","filter":"raw"},{"ID":919121,"post_author":"6911","post_date":"2020-07-08 11:11:19","post_date_gmt":"2020-07-08 18:11:19","post_content":"","post_title":"Deep learning models in arcgis.learn","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"deep-learning-models-in-arcgis-learn","to_ping":"","pinged":"","post_modified":"2024-05-13 09:57:29","post_modified_gmt":"2024-05-13 16:57:29","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=919121","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"}],"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2019\/01\/deep-learning-at-uc-thumbnail.jpg","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/blog-uc-deep-learning1920.jpg"},"yoast_head":"\nDeep Learning at the Esri UC<\/title>\n<meta name=\"description\" content=\"Learn about deep learning at the 2020 Esri User Conference (UC).\" \/>\n<meta name=\"robots\" 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