{"id":17435,"date":"2025-03-27T15:32:01","date_gmt":"2025-03-27T13:32:01","guid":{"rendered":"https:\/\/spatialworld.fi\/?page_id=17435"},"modified":"2025-03-31T12:27:57","modified_gmt":"2025-03-31T09:27:57","slug":"post-pdal","status":"publish","type":"page","link":"https:\/\/spatialworld.fi\/sv\/post-pdal\/","title":{"rendered":"Pdal Transformer"},"content":{"rendered":"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]\n<header class=\"pt4\" aria-label=\"Article header\">\n<h1 class=\"reader-article-header__title\" dir=\"ltr\"><span data-scaffold-immersive-reader-title=\"\">\u00a0&#x1f680; Announcing a Custom Transformer for PDAL in FME &#x1f680;\u00a0<\/span><\/h1>\n<\/header>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text css=&#8221;&#8221; text_direction=&#8221;default&#8221;]We are excited to introduce a dedicated custom transformer for PDAL (Point Data Abstraction Library) within FME: PDALPipelineApplier.<\/p>\n<p>&#x1f4f9; Check out the video demonstrating how the transformer is used to cluster a point cloud to help fix its classification!<\/p>\n<p>&#x1f517; Learn More and Download : <a class=\"TNZrTjHzLYFwLbLpHguBTwXCYXHZFVgMFnYboZy \" tabindex=\"0\" href=\"https:\/\/hub.safe.com\/publishers\/antoine\/transformers\/pdalpipelineapplier\" target=\"_self\" data-test-app-aware-link=\"\">https:\/\/hub.safe.com\/publishers\/antoine\/transformers\/pdalpipelineapplier<\/a><\/p>\n<p>Why PDAL?<br \/>\nPDAL is a powerful PointCloud library widely used in the industry. Available through Conda, it is well-suited for low-code users thanks to its JSON pipelines.<\/p>\n<p>&#x2728; PDAL complements FME excellently, especially for segment-level operations:<br \/>\n&#x2714;&#xfe0f; Normal Computation: Essential in point cloud processing.<br \/>\n&#x2714;&#xfe0f; Segmentation: Offers multiple clustering algorithms.<br \/>\n&#x2714;&#xfe0f; Ground Classification: Crucial for deriving all other classes in a point cloud.<br \/>\n&#x2714;&#xfe0f; Outlier Detection: Identifies and removes anomalies.<\/p>\n<p>Key Benefits<br \/>\n&#x2705; Seamless Integration: Easily incorporate PDAL into FME.<br \/>\n&#x2705; User-Friendly: PDAL\u2019s JSON-based pipeline fits perfectly with FME\u2019s low-code environment.<\/p>\n<p>Enhanced Experience with FME<br \/>\n&#x1f50d; Live Visualization: Instantly see your data and results as you build your workflows.<br \/>\n&#x1f527; Fun and Productivity: FME\u2019s Visual Pipeline Building enhances your experience.<br \/>\n&#x1f30d; Reach: FME takes interoperability to the next level, adding formats and multiple transformers to combine your point cloud with raster and vector-based formats.<\/p>\n<p>&#x1f6e0;&#xfe0f;Requirements<br \/>\nThis custom transformer requires a Conda environment for proper dependency management.<\/p>\n<p>&#x1f3ae;Get Started<br \/>\nExplore the new capabilities of PDAL within FME and enhance your point cloud processing tasks today.[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_video_player_self_hosted video_mp4=&#8221;https:\/\/spatialworld.fi\/wp-content\/uploads\/2025\/03\/pdal.mp4&#8243; align=&#8221;center&#8221; player_functionality=&#8221;default&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; advanced_gradient_display_type=&#8221;linear&#8221;][\/vc_column][\/vc_row]","protected":false},"excerpt":{"rendered":"<p>[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221;&#8230;<\/p>\n","protected":false},"author":6,"featured_media":17456,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-17435","page","type-page","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Pdal Transformer - Spatialworld Oy<\/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:\/\/spatialworld.fi\/sv\/post-pdal\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pdal Transformer - Spatialworld Oy\" \/>\n<meta property=\"og:description\" content=\"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221;...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/spatialworld.fi\/sv\/post-pdal\/\" \/>\n<meta property=\"og:site_name\" content=\"Spatialworld Oy\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-31T09:27:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/spatialworld.fi\/wp-content\/uploads\/2025\/03\/pdal_740x412_acf_cropped-370x206-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"370\" \/>\n\t<meta property=\"og:image:height\" content=\"206\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:label1\" content=\"Ber\u00e4knad l\u00e4stid\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minuter\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/spatialworld.fi\/sv\/post-pdal\/\",\"url\":\"https:\/\/spatialworld.fi\/sv\/post-pdal\/\",\"name\":\"Pdal Transformer - Spatialworld Oy\",\"isPartOf\":{\"@id\":\"https:\/\/spatialworld.fi\/sv\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/spatialworld.fi\/sv\/post-pdal\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/spatialworld.fi\/post-pdal\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/spatialworld.fi\/wp-content\/uploads\/2025\/03\/pdal_740x412_acf_cropped-370x206-1.png\",\"datePublished\":\"2025-03-27T13:32:01+00:00\",\"dateModified\":\"2025-03-31T09:27:57+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/spatialworld.fi\/sv\/post-pdal\/#breadcrumb\"},\"inLanguage\":\"sv-SE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[[\"https:\/\/spatialworld.fi\/sv\/post-pdal\/\"]]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"sv-SE\",\"@id\":\"https:\/\/spatialworld.fi\/sv\/post-pdal\/#primaryimage\",\"url\":\"https:\/\/spatialworld.fi\/wp-content\/uploads\/2025\/03\/pdal_740x412_acf_cropped-370x206-1.png\",\"contentUrl\":\"https:\/\/spatialworld.fi\/wp-content\/uploads\/2025\/03\/pdal_740x412_acf_cropped-370x206-1.png\",\"width\":370,\"height\":206},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/spatialworld.fi\/sv\/post-pdal\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/spatialworld.fi\/sv\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pdal Transformer\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/spatialworld.fi\/sv\/#website\",\"url\":\"https:\/\/spatialworld.fi\/sv\/\",\"name\":\"Spatialworld Oy\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/spatialworld.fi\/sv\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"sv-SE\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Pdal Transformer - Spatialworld Oy","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/spatialworld.fi\/sv\/post-pdal\/","og_locale":"sv_SE","og_type":"article","og_title":"Pdal Transformer - Spatialworld Oy","og_description":"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221;...","og_url":"https:\/\/spatialworld.fi\/sv\/post-pdal\/","og_site_name":"Spatialworld Oy","article_modified_time":"2025-03-31T09:27:57+00:00","og_image":[{"width":370,"height":206,"url":"https:\/\/spatialworld.fi\/wp-content\/uploads\/2025\/03\/pdal_740x412_acf_cropped-370x206-1.png","type":"image\/png"}],"twitter_misc":{"Ber\u00e4knad l\u00e4stid":"2 minuter"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/spatialworld.fi\/sv\/post-pdal\/","url":"https:\/\/spatialworld.fi\/sv\/post-pdal\/","name":"Pdal Transformer - Spatialworld Oy","isPartOf":{"@id":"https:\/\/spatialworld.fi\/sv\/#website"},"primaryImageOfPage":{"@id":"https:\/\/spatialworld.fi\/sv\/post-pdal\/#primaryimage"},"image":{"@id":"https:\/\/spatialworld.fi\/post-pdal\/#primaryimage"},"thumbnailUrl":"https:\/\/spatialworld.fi\/wp-content\/uploads\/2025\/03\/pdal_740x412_acf_cropped-370x206-1.png","datePublished":"2025-03-27T13:32:01+00:00","dateModified":"2025-03-31T09:27:57+00:00","breadcrumb":{"@id":"https:\/\/spatialworld.fi\/sv\/post-pdal\/#breadcrumb"},"inLanguage":"sv-SE","potentialAction":[{"@type":"ReadAction","target":[["https:\/\/spatialworld.fi\/sv\/post-pdal\/"]]}]},{"@type":"ImageObject","inLanguage":"sv-SE","@id":"https:\/\/spatialworld.fi\/sv\/post-pdal\/#primaryimage","url":"https:\/\/spatialworld.fi\/wp-content\/uploads\/2025\/03\/pdal_740x412_acf_cropped-370x206-1.png","contentUrl":"https:\/\/spatialworld.fi\/wp-content\/uploads\/2025\/03\/pdal_740x412_acf_cropped-370x206-1.png","width":370,"height":206},{"@type":"BreadcrumbList","@id":"https:\/\/spatialworld.fi\/sv\/post-pdal\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/spatialworld.fi\/sv\/"},{"@type":"ListItem","position":2,"name":"Pdal Transformer"}]},{"@type":"WebSite","@id":"https:\/\/spatialworld.fi\/sv\/#website","url":"https:\/\/spatialworld.fi\/sv\/","name":"Spatialworld Oy","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/spatialworld.fi\/sv\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"sv-SE"}]}},"_links":{"self":[{"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/pages\/17435","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/comments?post=17435"}],"version-history":[{"count":8,"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/pages\/17435\/revisions"}],"predecessor-version":[{"id":17444,"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/pages\/17435\/revisions\/17444"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/media\/17456"}],"wp:attachment":[{"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/media?parent=17435"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}