{"id":17472,"date":"2025-03-31T15:05:58","date_gmt":"2025-03-31T12:05:58","guid":{"rendered":"https:\/\/spatialworld.fi\/?page_id=17472"},"modified":"2025-03-31T15:19:15","modified_gmt":"2025-03-31T12:19:15","slug":"fme-blog-data-valisation-tfdv","status":"publish","type":"page","link":"https:\/\/spatialworld.fi\/sv\/fme-blog-data-valisation-tfdv\/","title":{"rendered":"Data Validation with FME and TensorFlow!"},"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<h1>\u00a0Data Validation with FME + TensorFlow!<\/h1>\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;]In today&#8217;s fast-paced data environment, keeping up with rapidly changing datasets and massive volumes of information can be overwhelming. Manual creation of validation rules is not only time-consuming but also prone to errors, making effective data control nearly impossible.<\/p>\n<p>That&#8217;s why we&#8217;re excited to share our latest video demonstrating how you can seamlessly validate any dataset, regardless of its size, using the combined power of FME and TensorFlow. &#x1f4ca;&#x1f916; &#x1f98e;<\/p>\n<p>&#x1f50d; What&#8217;s Inside:<br \/>\n&#x2611; Learn how to leverage FME and TensorFlow for robust data validation.<br \/>\n&#x2611; Discover how rules are defined by analyzing a reference dataset, eliminating the need for manual rule creation.<br \/>\n&#x2611; See how FME generalizes the input data, ensuring compatibility with TensorFlow&#8217;s picky requirements.<\/p>\n<p>Interested in implementing these solutions for your business as an app or an automation? We&#8217;re here to help! Contact us to build this as a service tailored to your needs. Let&#8217;s take your data validation to the next level! &#x1f60e; &#x1f4ec;[\/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\/quality-tfdv.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":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-17472","page","type-page","status-publish"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Validation with FME and TensorFlow! - 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\/fme-blog-data-valisation-tfdv\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Validation with FME and TensorFlow! - 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\/fme-blog-data-valisation-tfdv\/\" \/>\n<meta property=\"og:site_name\" content=\"Spatialworld Oy\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-31T12:19:15+00:00\" \/>\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\/fme-blog-data-valisation-tfdv\/\",\"url\":\"https:\/\/spatialworld.fi\/sv\/fme-blog-data-valisation-tfdv\/\",\"name\":\"Data Validation with FME and TensorFlow! - Spatialworld Oy\",\"isPartOf\":{\"@id\":\"https:\/\/spatialworld.fi\/sv\/#website\"},\"datePublished\":\"2025-03-31T12:05:58+00:00\",\"dateModified\":\"2025-03-31T12:19:15+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/spatialworld.fi\/sv\/fme-blog-data-valisation-tfdv\/#breadcrumb\"},\"inLanguage\":\"sv-SE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[[\"https:\/\/spatialworld.fi\/sv\/fme-blog-data-valisation-tfdv\/\"]]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/spatialworld.fi\/sv\/fme-blog-data-valisation-tfdv\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/spatialworld.fi\/sv\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data Validation with FME and TensorFlow!\"}]},{\"@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":"Data Validation with FME and TensorFlow! - 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\/fme-blog-data-valisation-tfdv\/","og_locale":"sv_SE","og_type":"article","og_title":"Data Validation with FME and TensorFlow! - 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\/fme-blog-data-valisation-tfdv\/","og_site_name":"Spatialworld Oy","article_modified_time":"2025-03-31T12:19:15+00:00","twitter_misc":{"Ber\u00e4knad l\u00e4stid":"2 minuter"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/spatialworld.fi\/sv\/fme-blog-data-valisation-tfdv\/","url":"https:\/\/spatialworld.fi\/sv\/fme-blog-data-valisation-tfdv\/","name":"Data Validation with FME and TensorFlow! - Spatialworld Oy","isPartOf":{"@id":"https:\/\/spatialworld.fi\/sv\/#website"},"datePublished":"2025-03-31T12:05:58+00:00","dateModified":"2025-03-31T12:19:15+00:00","breadcrumb":{"@id":"https:\/\/spatialworld.fi\/sv\/fme-blog-data-valisation-tfdv\/#breadcrumb"},"inLanguage":"sv-SE","potentialAction":[{"@type":"ReadAction","target":[["https:\/\/spatialworld.fi\/sv\/fme-blog-data-valisation-tfdv\/"]]}]},{"@type":"BreadcrumbList","@id":"https:\/\/spatialworld.fi\/sv\/fme-blog-data-valisation-tfdv\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/spatialworld.fi\/sv\/"},{"@type":"ListItem","position":2,"name":"Data Validation with FME and TensorFlow!"}]},{"@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\/17472","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=17472"}],"version-history":[{"count":3,"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/pages\/17472\/revisions"}],"predecessor-version":[{"id":17477,"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/pages\/17472\/revisions\/17477"}],"wp:attachment":[{"href":"https:\/\/spatialworld.fi\/sv\/wp-json\/wp\/v2\/media?parent=17472"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}