{"id":1456162,"date":"2022-01-17T10:23:30","date_gmt":"2022-01-17T18:23:30","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=1456162"},"modified":"2022-04-14T10:30:21","modified_gmt":"2022-04-14T17:30:21","slug":"image-analysis-which-arcgis-deployment-is-best","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/imagery\/image-analysis-which-arcgis-deployment-is-best","title":{"rendered":"Image Analysis: Which ArcGIS deployment is best?"},"author":290632,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[22931],"tags":[],"industry":[],"product":[421922,36571,36551,36561,37031],"class_list":["post-1456162","blog","type-blog","status-publish","format-standard","hentry","category-imagery","product-arcgis","product-arcgis-enterprise","product-arcgis-online","product-arcgis-pro","product-spatial-analyst"],"acf":{"short_description":"Learn which deployment is suitable to perform imagery analysis: ArcGIS Pro, ArcGIS Online or ArcGIS Enterprise","flexible_content":[{"acf_fc_layout":"content","content":"

ArcGIS has long\u202fprovided\u202fa suite of\u202f<\/span>image analysis and processing capabilities<\/span><\/a> that transform\u202fraw imagery into geospatial information products. With the introduction of capabilities such as deep learning, multidimensional analysis and change detection,\u202fthis arsenal of tools continue to grow to help you solve a variety of problems, from predicting crop yield to\u202fidentifying\u202fmilitary targets.<\/span>\u202f As you journey across ArcGIS Pro (desktop), ArcGIS Enterprise (enterprise) and ArcGIS Online (SaaS), you may wonder which deployment best fits your needs and your preferred working environment. <\/span>\u00a0<\/span><\/p>\n

After reading this blog, we hope to guide you to the right deployment and ArcGIS Image<\/a> extension <\/span>(see table of extensions below)<\/span> that empowers you to easily integrate imagery and raster data into your geospatial analysis workflows. <\/span>\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"content","content":"

When is ArcGIS Pro preferred?\u202f<\/span>\u00a0<\/span><\/h2>\n

…When you want to\u202fleverage\u202fthe entire breadth of the desktop tools.\u202f\u202f<\/span><\/b>\u00a0<\/span><\/p>\n

ArcGIS Pro is a comprehensive\u202fGIS\u202fand imagery workstation that gives you access to more than 1,400 geoprocessing tools and\u202f150 raster functions<\/a>, along with a suite of interactive tools\u202fand wizards\u202fto perform advanced analysis\u202fto\u202fderive further insights.\u202f\u202f<\/span>\u00a0<\/span><\/p>\n

…When you want to perform advanced image analysis not available in\u202fArcGIS\u202fEnterprise or\u202fArcGIS\u202fOnline.\u202f\u202f <\/span><\/b>\u00a0<\/span><\/p>\n

Operations\u202fsuch as classification accuracy assessment or random tree regression are only available in the ArcGIS Pro deployment.<\/span>\u00a0<\/span><\/p>\n

…When you prefer using your\u202fdesktop GIS user interface<\/span><\/b>\u00a0<\/span><\/p>\n

If you\u202fare comfortable with your desktop environment, you\u202fcan take advantage of\u202fthe ease of navigating\u202fa\u202ffamiliar ArcGIS Pro user interface\u202f(UI).\u202fWith\u202fan\u202fintuitive, ribbon\u202fUI, accessing the available capabilities\u202fis made easier.\u202f<\/span>\u00a0<\/span><\/p>\n

…When you have targeted geographies\u202f(cities\/towns)\u202fto process.\u202f\u00a0<\/strong><\/p>\n

Many organizations have\u202frelatively small\u202fgeographies they\u202fmonitor\u202fand from which they extract information. For instance, agricultural firms might fly drones once a week over their farms\/fields and then\u202fperform deep learning to\u202fidentify\u202fcrops that are declining in health. Resources required to\u202fprocess this kind of data are minimal, so ArcGIS Pro and your local machine would\u202fprovide\u202fsufficient processing power.\u202f<\/span>\u00a0<\/span><\/p>\n

…When you want to preview results as you develop your workflow.\u202f<\/span><\/b>\u00a0<\/span><\/p>\n

With ArcGIS Pro, you can\u202fpreview your results\u202fon-the-fly\u202fas you\u202ftest\u202fyour processing parameters.\u202fOnce\u202fyou\u2019ve\u202ffinalized\u202fyour parameters,\u202fsmaller\u202fscale\u202fprocessing\u202fcan be\u202frun\u202fin ArcGIS\u202fPro, or\u202fyou can run your processing and analysis\u202fat\u202fscale using ArcGIS Enterprise or\u202fArcGIS Online.\u202f\u202f<\/span>\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1459772,"id":1459772,"title":"Screen Shot 2022-01-14 at 12.08.56","filename":"Screen-Shot-2022-01-14-at-12.08.56.png","filesize":1493739,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.08.56.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/imagery\/image-analysis-which-arcgis-deployment-is-best\/screen-shot-2022-01-14-at-12-08-56","alt":"","author":"290632","description":"","caption":"","name":"screen-shot-2022-01-14-at-12-08-56","status":"inherit","uploaded_to":1456162,"date":"2022-01-14 17:09:30","modified":"2022-01-14 17:09:30","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1340,"height":786,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.08.56-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.08.56.png","medium-width":445,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.08.56.png","medium_large-width":768,"medium_large-height":450,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.08.56.png","large-width":1340,"large-height":786,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.08.56.png","1536x1536-width":1340,"1536x1536-height":786,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.08.56.png","2048x2048-width":1340,"2048x2048-height":786,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.08.56-793x465.png","card_image-width":793,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.08.56.png","wide_image-width":1340,"wide_image-height":786}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

When should you use ArcGIS Enterprise?\u202f<\/span>\u00a0<\/span><\/h2>\n

…When\u202fyou want to scale your processing and analysis<\/span><\/b>\u00a0<\/span><\/p>\n

Object detection\u202f(a form of image analysis)\u202fis automated, but it takes time! An ArcGIS Enterprise deployment can scale\u202fusing ArcGIS Image Server, so\u202fyou can run large jobs optimally.\u202fIf you\u202fhave\u202fthe\u202fArcGIS Image Sever extension, and a cluster of servers at your disposal,\u202fthis will always be the fastest and most efficient\u202foption.\u202f<\/span>\u00a0<\/span><\/p>\n

…When you need results that are easily shared through your whole organization.\u202f<\/span><\/b>\u00a0<\/span><\/p>\n

Using Image Server for\u202fanalysis\u202fwill result in generating outputs that are accessible and shared\u202fthrough your own spatial data infrastructure inside and outside the organization.\u202fThis is particularly valuable to organizations that manage, process, analyze and share data behind a firewall. <\/span>\u00a0<\/span><\/p>\n

…When you need\u202fthe flexibility of running your processing on\u202fa\u202fthin client (like a web browser)\u202f<\/span><\/b>\u00a0<\/span><\/p>\n

You have access to more than 25 tools and more than 160 raster\u202ffunctions\u202fin the Map Viewer. With the function editor in the web Map Viewer,\u202fyou\u202fcan chain the functions to create custom workflows. The browser is the\u202ffront-end\u202fUI used to create processing\u202fchains and\u202fgather processing parameters.\u202fThe heavy lifting (processing and analysis) is then done by the server, and the results\u202fare\u202fstored as hosted imagery and feature\u202flayers.\u202f\u202f<\/span>\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1459802,"id":1459802,"title":"MicrosoftTeams-image (1)","filename":"MicrosoftTeams-image-1-1.jpg","filesize":127820,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/MicrosoftTeams-image-1-1.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/imagery\/image-analysis-which-arcgis-deployment-is-best\/microsoftteams-image-1-8","alt":"","author":"290632","description":"","caption":"","name":"microsoftteams-image-1-8","status":"inherit","uploaded_to":1456162,"date":"2022-01-14 17:12:28","modified":"2022-01-14 17:12:28","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":1511,"height":791,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/MicrosoftTeams-image-1-1-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/MicrosoftTeams-image-1-1.jpg","medium-width":464,"medium-height":243,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/MicrosoftTeams-image-1-1.jpg","medium_large-width":768,"medium_large-height":402,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/MicrosoftTeams-image-1-1.jpg","large-width":1511,"large-height":791,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/MicrosoftTeams-image-1-1.jpg","1536x1536-width":1511,"1536x1536-height":791,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/MicrosoftTeams-image-1-1.jpg","2048x2048-width":1511,"2048x2048-height":791,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/MicrosoftTeams-image-1-1-826x432.jpg","card_image-width":826,"card_image-height":432,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/MicrosoftTeams-image-1-1.jpg","wide_image-width":1511,"wide_image-height":791}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

When should you use\u202fArcGIS\u202fOnline?\u202f<\/span>\u00a0<\/span><\/h2>\n

…When\u202fyou don\u2019t want to manage and maintain infrastructure. <\/span><\/b>\u00a0<\/span><\/p>\n

You can save on infrastructure costs and maintenance by using a secure, scalable, and performant cloud environment managed by Esri. Deploy ArcGIS Image as a SaaS using ArcGIS Online to upload, host, analyze and stream your imagery.\u202f\u202f<\/span>\u00a0<\/span><\/p>\n

…When you need results that are easily shared\u202finternally and externally to your organization.<\/span><\/b>\u202f<\/span>\u00a0<\/span><\/p>\n

Just as with\u202fArcGIS Enterprise, ArcGIS Image for ArcGIS Online\u202falso results\u202fin <\/span>generating outputs\u202fthat\u202fare accessible to users<\/span><\/a> inside and outside your organization.\u202f<\/span>\u00a0<\/span><\/p>\n

…When you need\u202fthe flexibility of running your processing on\u202fa\u202fthin client (like a web browser).\u202f<\/span><\/b>\u00a0<\/span><\/p>\n

Similar to\u202fArcGIS Enterprise, the map viewer enables users to author processing chains and kick off processing and analysis jobs through a browser.\u202fThe heavy lifting (processing and analysis) is then done by the server, and the results are stored as hosted imagery and feature layers.\u202f\u202f<\/span>\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1459812,"id":1459812,"title":"Screen Shot 2022-01-14 at 12.21.06","filename":"Screen-Shot-2022-01-14-at-12.21.06.png","filesize":2379058,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.21.06.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/imagery\/image-analysis-which-arcgis-deployment-is-best\/screen-shot-2022-01-14-at-12-21-06","alt":"","author":"290632","description":"","caption":"","name":"screen-shot-2022-01-14-at-12-21-06","status":"inherit","uploaded_to":1456162,"date":"2022-01-14 17:21:41","modified":"2022-01-14 17:21:41","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1543,"height":916,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.21.06-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.21.06.png","medium-width":440,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.21.06.png","medium_large-width":768,"medium_large-height":456,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.21.06.png","large-width":1543,"large-height":916,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.21.06-1536x912.png","1536x1536-width":1536,"1536x1536-height":912,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.21.06.png","2048x2048-width":1543,"2048x2048-height":916,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.21.06-783x465.png","card_image-width":783,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/01\/Screen-Shot-2022-01-14-at-12.21.06.png","wide_image-width":1543,"wide_image-height":916}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

Summary<\/span>\u00a0<\/span><\/h2>\n

ArcGIS provides powerful imagery and raster analysis capabilities to suit a wide range of user workflows.\u202fDepending\u202fon your use case, you can\u202fperform\u202fyour\u202fanalysis using ArcGIS Pro, ArcGIS Enterprise or ArcGIS Online. After reviewing the different scenarios optimal for each\u202fdeployment, you are now well-equipped to\u202fbegin\u202fprocessing and\u202fanalyzing your imagery.\u202f\u202f<\/span>\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"content","content":"

ArcGIS Image Extensions<\/h2>\n\n\n\n\n\n\n\n
\u00a0Products\u00a0<\/span><\/b>\u00a0<\/span><\/td>\nExtensions<\/span><\/b>\u00a0<\/span><\/td>\n<\/tr>\n
ArcGIS Pro<\/span>\u00a0<\/span><\/td>\nArcGIS Image Analyst<\/span>\u00a0<\/span><\/a><\/td>\n<\/tr>\n
ArcGIS Spatial Analyst<\/span>\u00a0<\/span><\/a><\/td>\n<\/tr>\n
ArcGIS Enterprise<\/span>\u00a0<\/span><\/td>\nArcGIS Image Server<\/span>\u00a0<\/span><\/a><\/td>\n<\/tr>\n
ArcGIS Online<\/span>\u00a0<\/span><\/td>\nArcGIS Image for ArcGIS Online<\/span>\u00a0<\/span><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/span><\/p>\n

Ready to give these new capabilities a try?<\/span>\u00a0<\/span><\/h2>\n

What\u2019s new in the ArcGIS Image Analyst Extension (ArcGIS Pro 2.9)<\/span><\/a>\u00a0<\/span><\/p>\n

Esri UC 2021: Raster analytics and deep learning in ArcGIS Online<\/span><\/a>\u00a0<\/span><\/p>\n

Overview of Extensions in ArcGIS Pro<\/a><\/p>\n

Get started with our learn lessons<\/span><\/h2>\n

Use deep learning to assess palm tree health<\/a><\/p>\n

Assess hail damage in cornfields (ArcGIS Pro)<\/a><\/p>\n

Assess hail damage in cornfields (ArcGIS Enterprise)<\/a><\/p>\n

Assess hail damage in cornfields (ArcGIS Online)<\/a><\/p>\n"}],"authors":[{"ID":290632,"user_firstname":"Akshaya","user_lastname":"Suresh","nickname":"Akshaya","user_nicename":"asuresh","display_name":"Akshaya Suresh","user_email":"asuresh@esri.com","user_url":"","user_registered":"2021-10-25 15:01:49","user_description":"Product Marketing Manager in the Imagery & Remote Sensing team at Esri with a passion for AI and big data analytics.","user_avatar":""},{"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":""}],"related_articles":"","card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/10\/imagery-and-remote-sensing.jpg","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/07\/India_Imagery_S1-1920x1080-1.jpg"},"yoast_head":"\nImage Analysis: Which ArcGIS deployment is best?<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/imagery\/image-analysis-which-arcgis-deployment-is-best\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Image Analysis: Which ArcGIS deployment is best?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/imagery\/image-analysis-which-arcgis-deployment-is-best\" \/>\n<meta property=\"og:site_name\" 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