{"id":4198,"date":"2023-08-31T09:28:17","date_gmt":"2023-08-31T15:28:17","guid":{"rendered":"https:\/\/cocoalopez.com\/blog\/?p=4198"},"modified":"2023-08-31T09:28:19","modified_gmt":"2023-08-31T15:28:19","slug":"deep-learning-depth-and-normal-maps-from-image-win","status":"publish","type":"post","link":"https:\/\/cocoalopez.com\/blog\/?p=4198","title":{"rendered":"Deep Learning Depth And Normal Maps from Image (WIN)"},"content":{"rendered":"\n<p>To generate a depth map from any image (offline) using ML and then get a tangent space normal map.<\/p>\n\n\n\n<p>With this software you can quickly obtain the depth and normal maps of any image.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/img.itch.zone\/aW1nLzEzMjI0NjgyLmdpZg%3D%3D\/original\/rOo3v6.gif?w=696&#038;ssl=1\" alt=\"\"\/><\/figure>\n\n\n\n<p>It uses a deep learning model to generate the depth map of the image (monocular depth estimation), and then uses the generated depth map to calculate a normal map encoded in tangent space.<\/p>\n\n\n\n<p><strong>Highlights<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Free lifetime access to future versions and updates<\/li>\n\n\n\n<li>Standalone executable, no need to install anything<\/li>\n\n\n\n<li>Use it on any number of&nbsp;computers you personally own<\/li>\n\n\n\n<li>Works completely offline, no internet required<\/li>\n\n\n\n<li>Pay only once, use it forever<\/li>\n\n\n\n<li>No GPU required<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"696\" height=\"348\" data-attachment-id=\"4199\" data-permalink=\"https:\/\/cocoalopez.com\/blog\/?attachment_id=4199\" data-orig-file=\"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?fit=2049%2C1024&amp;ssl=1\" data-orig-size=\"2049,1024\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"fX45\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?fit=300%2C150&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?fit=696%2C348&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45-1024x512.png?resize=696%2C348&#038;ssl=1\" alt=\"\" class=\"wp-image-4199\" srcset=\"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?resize=1024%2C512&amp;ssl=1 1024w, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?resize=300%2C150&amp;ssl=1 300w, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?resize=768%2C384&amp;ssl=1 768w, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?resize=1536%2C768&amp;ssl=1 1536w, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?resize=672%2C336&amp;ssl=1 672w, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?resize=1038%2C519&amp;ssl=1 1038w, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?resize=400%2C200&amp;ssl=1 400w, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?w=1392 1392w\" sizes=\"auto, (max-width: 696px) 100vw, 696px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/samontab.itch.io\/depth-and-normal-maps-from-image\">https:\/\/samontab.itch.io\/depth-and-normal-maps-from-image<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>To generate a depth map from any image (offline) using ML and then get a tangent space normal map. With this software you can quickly obtain the depth and normal maps of any image. It uses a deep learning model to generate the depth map of the image (monocular depth estimation), and then uses the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4199,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1139,31,1137],"tags":[],"class_list":["post-4198","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-tips-y-tutoriales","category-tools"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/fX45.png?fit=2049%2C1024&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p9XJix-15I","jetpack-related-posts":[{"id":4332,"url":"https:\/\/cocoalopez.com\/blog\/?p=4332","url_meta":{"origin":4198,"position":0},"title":"Photoshop TIPS 1 Short TIPS for drawing animation backgrounds &#8211; Part 1 &#8211; A gradient map of the aori sky","author":"cgmodeler","date":"April 23, 2024","format":false,"excerpt":"The mini lecture I gave the other day at the \u201c3D Background Shop Community,\u201d a loose gathering of people who use 3DCG tools to create backgrounds for animation and manga, was surprisingly well received.Table of Contents Speed is the name of the game when it comes to animation background art!\u2026","rel":"","context":"In &quot;Tips y Tutoriales&quot;","block_context":{"text":"Tips y Tutoriales","link":"https:\/\/cocoalopez.com\/blog\/?cat=31"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2024\/04\/picture_pc_0e5b0989d5bb4efe85b19b09b6bb3013.webp?fit=800%2C471&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2024\/04\/picture_pc_0e5b0989d5bb4efe85b19b09b6bb3013.webp?fit=800%2C471&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2024\/04\/picture_pc_0e5b0989d5bb4efe85b19b09b6bb3013.webp?fit=800%2C471&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2024\/04\/picture_pc_0e5b0989d5bb4efe85b19b09b6bb3013.webp?fit=800%2C471&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":1149,"url":"https:\/\/cocoalopez.com\/blog\/?p=1149","url_meta":{"origin":4198,"position":1},"title":"Realtime Nextgen Shader para 3ds Max","author":"cgmodeler","date":"April 9, 2012","format":false,"excerpt":"Dando la vuelta por la web, me encontr\u00e9 \u00e9ste shader gratuito para 3DS Max, realtime viewport, normal maps, soft texuring, soft shadows, etc... http:\/\/xoliulshader.com\/ M\u00e1s ejemplos en:\u00a0http:\/\/xoliulshader.com\/videos","rel":"","context":"In &quot;3d &amp; Design&quot;","block_context":{"text":"3d &amp; Design","link":"https:\/\/cocoalopez.com\/blog\/?cat=2"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2012\/04\/header_41.jpg?fit=920%2C245&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2012\/04\/header_41.jpg?fit=920%2C245&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2012\/04\/header_41.jpg?fit=920%2C245&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2012\/04\/header_41.jpg?fit=920%2C245&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":4201,"url":"https:\/\/cocoalopez.com\/blog\/?p=4201","url_meta":{"origin":4198,"position":2},"title":"Looking Glass WEB DEPTH VIEWER","author":"cgmodeler","date":"August 31, 2023","format":false,"excerpt":"This great site has a viewer for the looking glass, sequences, movies and still images with depth. http:\/\/stereo.jpn.org\/lkg\/indexe.html https:\/\/www.youtube.com\/watch?v=zsnKGpLyccM http:\/\/stereo.jpn.org\/lkg\/depth\/depthe.html","rel":"","context":"In &quot;Tips y Tutoriales&quot;","block_context":{"text":"Tips y Tutoriales","link":"https:\/\/cocoalopez.com\/blog\/?cat=31"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/image-3.png?fit=1200%2C636&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/image-3.png?fit=1200%2C636&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/image-3.png?fit=1200%2C636&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/image-3.png?fit=1200%2C636&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/08\/image-3.png?fit=1200%2C636&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":1407,"url":"https:\/\/cocoalopez.com\/blog\/?p=1407","url_meta":{"origin":4198,"position":3},"title":"TIPS Y TUTORIALES: SOBRE SPECULAR MAPS","author":"cgmodeler","date":"August 16, 2012","format":false,"excerpt":"Despu\u00e9s de un feedback que me pareci\u00f3 bastante fruct\u00edfero en cuanto al uso de specular maps. Aqu\u00ed anexo el res\u00famen de la conversaci\u00f3n. \u00a0 El occlusion map de crazybump funciona para los normals en objetos planos, especialmente, ser\u00eda el equivalente a un cavity map pero no toma en cuenta la\u2026","rel":"","context":"In &quot;Tips y Tutoriales&quot;","block_context":{"text":"Tips y Tutoriales","link":"https:\/\/cocoalopez.com\/blog\/?cat=31"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2012\/08\/Speculartips1.jpg?fit=1178%2C1100&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2012\/08\/Speculartips1.jpg?fit=1178%2C1100&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2012\/08\/Speculartips1.jpg?fit=1178%2C1100&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2012\/08\/Speculartips1.jpg?fit=1178%2C1100&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2012\/08\/Speculartips1.jpg?fit=1178%2C1100&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":3167,"url":"https:\/\/cocoalopez.com\/blog\/?p=3167","url_meta":{"origin":4198,"position":4},"title":"UV Map checker online generator","author":"cgmodeler","date":"May 18, 2021","format":false,"excerpt":"Time for this nifty online tool that generates a customized UV Map Tile checker, play with parameters like thickness, color palette and even Index and numbers to personalize your UV map needs. On a side note, I've never thought that rounded quads could look so cool on a UV map\u2026","rel":"","context":"In &quot;Featured&quot;","block_context":{"text":"Featured","link":"https:\/\/cocoalopez.com\/blog\/?cat=1002"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2021\/05\/imagen-2.png?fit=1200%2C685&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2021\/05\/imagen-2.png?fit=1200%2C685&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2021\/05\/imagen-2.png?fit=1200%2C685&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2021\/05\/imagen-2.png?fit=1200%2C685&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2021\/05\/imagen-2.png?fit=1200%2C685&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":3878,"url":"https:\/\/cocoalopez.com\/blog\/?p=3878","url_meta":{"origin":4198,"position":5},"title":"Listen to the world radio through a MAP","author":"cgmodeler","date":"January 9, 2023","format":false,"excerpt":"Just click anywhere on the map to find the radio stations available. http:\/\/radio.garden http:\/\/radio.garden\/visit\/osogbo\/HRMtPq9A","rel":"","context":"In &quot;Featured&quot;","block_context":{"text":"Featured","link":"https:\/\/cocoalopez.com\/blog\/?cat=1002"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/01\/image-2.png?fit=1200%2C917&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/01\/image-2.png?fit=1200%2C917&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/01\/image-2.png?fit=1200%2C917&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/01\/image-2.png?fit=1200%2C917&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/cocoalopez.com\/blog\/wp-content\/uploads\/2023\/01\/image-2.png?fit=1200%2C917&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"_links":{"self":[{"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4198","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4198"}],"version-history":[{"count":1,"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4198\/revisions"}],"predecessor-version":[{"id":4200,"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/4198\/revisions\/4200"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=\/wp\/v2\/media\/4199"}],"wp:attachment":[{"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4198"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4198"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cocoalopez.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4198"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}