{"id":7129,"date":"2022-05-04T20:13:48","date_gmt":"2022-05-05T00:13:48","guid":{"rendered":"https:\/\/melindaozel.com\/?page_id=7129"},"modified":"2026-05-04T14:03:05","modified_gmt":"2026-05-04T18:03:05","slug":"consulting","status":"publish","type":"page","link":"https:\/\/melindaozel.com\/pt\/services\/consulting\/","title":{"rendered":"Consultoria em sistemas faciais"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"7129\" class=\"elementor elementor-7129\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b6893fd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b6893fd\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e6f6f3f\" data-id=\"e6f6f3f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9a94f64 elementor-widget elementor-widget-heading\" data-id=\"9a94f64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Consultoria em sistemas faciais\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-361fb6b elementor-widget elementor-widget-text-editor\" data-id=\"361fb6b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>As equipes que desenvolvem IA facial geralmente n\u00e3o disp\u00f5em de maneiras sistem\u00e1ticas de avaliar o comportamento. Elas n\u00e3o podem dizer com seguran\u00e7a qual modelo \u00e9 melhor, por que as express\u00f5es quebram ou onde um problema se origina no pipeline. Eu crio estruturas de avalia\u00e7\u00e3o que tornam essas decis\u00f5es diagnostic\u00e1veis, abrangendo a avalia\u00e7\u00e3o do estado do modelo, o diagn\u00f3stico de dados, os padr\u00f5es de anota\u00e7\u00e3o e a documenta\u00e7\u00e3o interna que mant\u00e9m esses sistemas utiliz\u00e1veis ap\u00f3s a minha sa\u00edda.<\/p><p>As estruturas que levo para os clientes s\u00e3o obtidas com a cria\u00e7\u00e3o de infraestrutura de dados faciais em escala. Na Meta, defini os padr\u00f5es de anota\u00e7\u00e3o e os protocolos de coleta por tr\u00e1s do rastreamento facial Quest Pro, protegendo <a href=\"https:\/\/patents.justia.com\/inventor\/melinda-ozel\" target=\"_blank\" rel=\"noopener\">tr\u00eas patentes em anima\u00e7\u00e3o de avatar<\/a>. Desde ent\u00e3o, desenvolvi estruturas de avalia\u00e7\u00e3o de modelos na Flawless AI e criei padr\u00f5es de detec\u00e7\u00e3o de express\u00f5es na Affectiva.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-ee77d7d e-flex e-con-boxed e-con e-parent\" data-id=\"ee77d7d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-aeaf989 e-con-full e-flex e-con e-child\" data-id=\"aeaf989\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cb75c71 elementor-widget elementor-widget-image\" data-id=\"cb75c71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"400\" height=\"200\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/epic-games-metahuman-client.webp?fit=400%2C200&amp;ssl=1\" class=\"attachment-large size-large wp-image-14637\" alt=\"Epic Games - Consultoria FACS para MetaHumanos e Humanos Digitais\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/epic-games-metahuman-client.webp?w=400&amp;ssl=1 400w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/epic-games-metahuman-client.webp?resize=300%2C150&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/epic-games-metahuman-client.webp?resize=18%2C9&amp;ssl=1 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f7b45b2 e-con-full e-flex e-con e-child\" data-id=\"f7b45b2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59bf0cc elementor-widget elementor-widget-image\" data-id=\"59bf0cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"400\" height=\"200\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/larian-studios-facs-client.webp?fit=400%2C200&amp;ssl=1\" class=\"attachment-large size-large wp-image-14639\" alt=\"Larian Studios - Anima\u00e7\u00e3o facial e treinamento em FACS\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/larian-studios-facs-client.webp?w=400&amp;ssl=1 400w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/larian-studios-facs-client.webp?resize=300%2C150&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/larian-studios-facs-client.webp?resize=18%2C9&amp;ssl=1 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cfae26c e-con-full e-flex e-con e-child\" data-id=\"cfae26c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-73b281c elementor-widget elementor-widget-image\" data-id=\"73b281c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"400\" height=\"200\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/ILM-facs-training-client.webp?fit=400%2C200&amp;ssl=1\" class=\"attachment-large size-large wp-image-14638\" alt=\"ILM - Recursos de express\u00e3o facial da Industrial Light &amp; Magic\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/ILM-facs-training-client.webp?w=400&amp;ssl=1 400w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/ILM-facs-training-client.webp?resize=300%2C150&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/ILM-facs-training-client.webp?resize=18%2C9&amp;ssl=1 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1dc5e94 e-con-full e-flex e-con e-child\" data-id=\"1dc5e94\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f573ff3 elementor-widget elementor-widget-image\" data-id=\"f573ff3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"200\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/meta-face-tracking-client.webp?fit=400%2C200&amp;ssl=1\" class=\"attachment-large size-large wp-image-14640\" alt=\"Meta - Pesquisa de comportamento facial e avatares digitais\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/meta-face-tracking-client.webp?w=400&amp;ssl=1 400w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/meta-face-tracking-client.webp?resize=300%2C150&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/meta-face-tracking-client.webp?resize=18%2C9&amp;ssl=1 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0569a9d e-con-full e-flex e-con e-child\" data-id=\"0569a9d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-870008e elementor-widget elementor-widget-image\" data-id=\"870008e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"200\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/netflix-animation-facs-training.webp?fit=400%2C200&amp;ssl=1\" class=\"attachment-large size-large wp-image-14642\" alt=\"Netflix - Treinamento em anima\u00e7\u00e3o facial e express\u00f5es\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/netflix-animation-facs-training.webp?w=400&amp;ssl=1 400w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/netflix-animation-facs-training.webp?resize=300%2C150&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/netflix-animation-facs-training.webp?resize=18%2C9&amp;ssl=1 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e87d04d e-con-full e-flex e-con e-child\" data-id=\"e87d04d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-533db67 elementor-widget elementor-widget-image\" data-id=\"533db67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"200\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/blizzard-studios-facs-training.webp?fit=400%2C200&amp;ssl=1\" class=\"attachment-large size-large wp-image-14635\" alt=\"Blizzard Entertainment - Treinamento em Rigging de Personagens e FACS\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/blizzard-studios-facs-training.webp?w=400&amp;ssl=1 400w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/blizzard-studios-facs-training.webp?resize=300%2C150&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/blizzard-studios-facs-training.webp?resize=18%2C9&amp;ssl=1 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb80b6e e-con-full e-flex e-con e-child\" data-id=\"cb80b6e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3b3e334 elementor-widget elementor-widget-image\" data-id=\"3b3e334\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"200\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/EA-games-facs-client.webp?fit=400%2C200&amp;ssl=1\" class=\"attachment-large size-large wp-image-14636\" alt=\"Electronic Arts (EA) - Treinamento FACS para desenvolvimento de jogos AAA\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/EA-games-facs-client.webp?w=400&amp;ssl=1 400w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/EA-games-facs-client.webp?resize=300%2C150&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/EA-games-facs-client.webp?resize=18%2C9&amp;ssl=1 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fc5aa01 e-con-full e-flex e-con e-child\" data-id=\"fc5aa01\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f567f26 elementor-widget elementor-widget-image\" data-id=\"f567f26\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"200\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/metaphysic-ai-deaging-client.webp?fit=400%2C200&amp;ssl=1\" class=\"attachment-large size-large wp-image-14641\" alt=\"Metaphysic.ai - Realismo facial e comportamento gerador de IA\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/metaphysic-ai-deaging-client.webp?w=400&amp;ssl=1 400w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/metaphysic-ai-deaging-client.webp?resize=300%2C150&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2026\/02\/metaphysic-ai-deaging-client.webp?resize=18%2C9&amp;ssl=1 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-79966f7 e-flex e-con-boxed e-con e-parent\" data-id=\"79966f7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-876543f e-con-full e-flex e-con e-child\" data-id=\"876543f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a222d4b elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"a222d4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-laptop-code\" viewbox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M255.03 261.65c6.25 6.25 16.38 6.25 22.63 0l11.31-11.31c6.25-6.25 6.25-16.38 0-22.63L253.25 192l35.71-35.72c6.25-6.25 6.25-16.38 0-22.63l-11.31-11.31c-6.25-6.25-16.38-6.25-22.63 0l-58.34 58.34c-6.25 6.25-6.25 16.38 0 22.63l58.35 58.34zm96.01-11.3l11.31 11.31c6.25 6.25 16.38 6.25 22.63 0l58.34-58.34c6.25-6.25 6.25-16.38 0-22.63l-58.34-58.34c-6.25-6.25-16.38-6.25-22.63 0l-11.31 11.31c-6.25 6.25-6.25 16.38 0 22.63L386.75 192l-35.71 35.72c-6.25 6.25-6.25 16.38 0 22.63zM624 416H381.54c-.74 19.81-14.71 32-32.74 32H288c-18.69 0-33.02-17.47-32.77-32H16c-8.8 0-16 7.2-16 16v16c0 35.2 28.8 64 64 64h512c35.2 0 64-28.8 64-64v-16c0-8.8-7.2-16-16-16zM576 48c0-26.4-21.6-48-48-48H112C85.6 0 64 21.6 64 48v336h512V48zm-64 272H128V64h384v256z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tIA \/ Tecnologia\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3321268 elementor-widget elementor-widget-text-editor\" data-id=\"3321268\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>N\u00e3o h\u00e1 dois pipelines de IA facial com os mesmos problemas. Antes de recomendar qualquer coisa, come\u00e7o com um diagn\u00f3stico, para que eu possa entender seus dados, seus modelos, seus casos de uso e onde est\u00e3o as lacunas. A partir da\u00ed, os compromissos normalmente envolvem alguma combina\u00e7\u00e3o de:<\/p><ul><li><strong>Auditorias de modelos e dados<\/strong><\/li><li><strong>Estrat\u00e9gia e documenta\u00e7\u00e3o de anota\u00e7\u00e3o<\/strong><\/li><li><strong>Avalia\u00e7\u00e3o e padroniza\u00e7\u00e3o de fornecedores<\/strong><\/li><li><strong>Desenvolvimento do conjunto de ouro<\/strong><\/li><li><strong>Estruturas automatizadas de medi\u00e7\u00e3o de desempenho<\/strong><\/li><\/ul><p>O escopo e a profundidade dependem inteiramente de onde voc\u00ea est\u00e1 e do que est\u00e1 tentando construir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71d8ed3 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"71d8ed3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjE1NDkwIiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Entre em contato sobre consultoria em IA\/tecnologia<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1d4fae3 e-flex e-con-boxed e-con e-parent\" data-id=\"1d4fae3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-92d5c37 e-con-full e-flex e-con e-child\" data-id=\"92d5c37\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f62d00 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"0f62d00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-film\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M488 64h-8v20c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12V64H96v20c0 6.6-5.4 12-12 12H44c-6.6 0-12-5.4-12-12V64h-8C10.7 64 0 74.7 0 88v336c0 13.3 10.7 24 24 24h8v-20c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v20h320v-20c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v20h8c13.3 0 24-10.7 24-24V88c0-13.3-10.7-24-24-24zM96 372c0 6.6-5.4 12-12 12H44c-6.6 0-12-5.4-12-12v-40c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40zm0-96c0 6.6-5.4 12-12 12H44c-6.6 0-12-5.4-12-12v-40c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40zm0-96c0 6.6-5.4 12-12 12H44c-6.6 0-12-5.4-12-12v-40c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40zm272 208c0 6.6-5.4 12-12 12H156c-6.6 0-12-5.4-12-12v-96c0-6.6 5.4-12 12-12h200c6.6 0 12 5.4 12 12v96zm0-168c0 6.6-5.4 12-12 12H156c-6.6 0-12-5.4-12-12v-96c0-6.6 5.4-12 12-12h200c6.6 0 12 5.4 12 12v96zm112 152c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40zm0-96c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40zm0-96c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAnima\u00e7\u00e3o\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39b69ef elementor-widget elementor-widget-text-editor\" data-id=\"39b69ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>As plataformas faciais s\u00e3o sistemas complexos com muitas partes m\u00f3veis e muitas pessoas que as interpretam de forma diferente. Quando surgem inconsist\u00eancias entre personagens, departamentos ou canais, raramente \u00e9 \u00f3bvio onde elas come\u00e7aram ou como corrigi-las. Eu entro em cena quando as equipes precisam de um olhar externo com a profundidade anat\u00f4mica e t\u00e9cnica para diagnosticar onde as coisas quebram e definir um caminho a seguir.<\/p><p>Minhas an\u00e1lises de plataformas e blendshape n\u00e3o s\u00e3o simplesmente uma lista de corre\u00e7\u00f5es. Cada nota \u00e9 fundamentada na anatomia e na mec\u00e2nica muscular. As equipes saem entendendo o que deve ser mudado e por que, e como aplicar esse racioc\u00ednio a todas as formas que vierem depois.<\/p><p>Alguns projetos n\u00e3o t\u00eam um manual existente. Quando um est\u00fadio precisa de um sistema facial para um capuchinho, um chimpanz\u00e9 ou um personagem esportivo com requisitos de ROM espec\u00edficos para cada caso de uso, o trabalho come\u00e7a com a pesquisa. Eu investigo a anatomia, identifico as lacunas e crio uma estrutura personalizada a partir do zero, iterando com modelagem, rigging e anima\u00e7\u00e3o at\u00e9 que a equipe possa executar de forma independente.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-358d158 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"358d158\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjE1NDkwIiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Entre em contato sobre consultoria em anima\u00e7\u00e3o<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d3f6a40 e-flex e-con-boxed e-con e-parent\" data-id=\"d3f6a40\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0ea6ab8 elementor-widget elementor-widget-menu-anchor\" data-id=\"0ea6ab8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"form\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-619f604 elementor-widget elementor-widget-icon-box\" data-id=\"619f604\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tVamos falar sobre seu projeto.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f932e84 e-con-full e-flex e-con e-child\" data-id=\"f932e84\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f60777c elementor-align-center elementor-widget elementor-widget-button\" data-id=\"f60777c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjE1NDkwIiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Entre em contato comigo<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Consultoria em Sistemas Faciais: As equipes que desenvolvem IA facial muitas vezes carecem de m\u00e9todos sistem\u00e1ticos para avaliar o comportamento. Elas n\u00e3o conseguem determinar com seguran\u00e7a qual modelo \u00e9 melhor, por que as express\u00f5es falham ou onde um problema se origina no fluxo de trabalho. Eu projeto estruturas de avalia\u00e7\u00e3o que tornam essas decis\u00f5es diagnostic\u00e1veis, abrangendo a avalia\u00e7\u00e3o do estado do modelo, o diagn\u00f3stico de dados, os padr\u00f5es de anota\u00e7\u00e3o e a documenta\u00e7\u00e3o interna que\u2026 <a title=\"Consultoria em sistemas faciais\" class=\"read-more\" href=\"https:\/\/melindaozel.com\/pt\/services\/consulting\/\" aria-label=\"Leia mais sobre a Consultoria em Sistemas Faciais\">Leia mais<\/a><\/p>","protected":false},"author":60486633,"featured_media":0,"parent":3436,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_wpcom_ai_launchpad_about_page":false,"_wpcom_ai_launchpad_gallery_page":false,"_wpcom_ai_launchpad_contact_page":false,"_wpcom_ai_launchpad_events_page":false,"_wpcom_ai_launchpad_video_page":false,"_wpcom_ai_launchpad_portfolio_piece":false,"footnotes":""},"class_list":["post-7129","page","type-page","status-publish"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Facial Systems Consulting - Face the FACS | Facial Expressions in Animation, AI, &amp; Behavior<\/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:\/\/melindaozel.com\/pt\/services\/consulting\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Facial Systems Consulting\" \/>\n<meta property=\"og:description\" content=\"Facial Systems Consulting Teams building facial AI often lack systematic ways to evaluate behavior. 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