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Cognitive Services: Aplicando Inteligência Artificial

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Palestra realizada na Sexta edição do Visual Studio Summit realizado na sede da Microsoft Brasil

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Cognitive Services: Aplicando Inteligência Artificial

  1. 1. ROGÉRIO RODRIGUES Aplicando Inteligência Artificial #VSSUMMIT
  2. 2. Microsoft Cognitive Services Give your apps a human side
  3. 3. Todas as chamadas são através de REST Simples de implementar: Poucas linhas de código Implemente com qualquer linguagem de qualquer plataforma Possui SDKs prontos para várias linguagens Desenvolvida pelos profissionais da Microsoft Research, Bing, e Azure Machine Learning Documentação com qualidade, exemplos e suporte intenso na comunidade Easy Flexible Tested GET A KEY
  4. 4. ALGUMAS APLICAÇÕES…
  5. 5. COMO VOCÊ PODE UTILIZAR?
  6. 6. Computer Vision API Video APIFace API Emotion API
  7. 7. COMPUTER VISION: 86 CATEGORIAS IDENTIFICADAS
  8. 8. ESTRUTURA DE DADOS Description, tags, clip art, line drawing, black & white, IsAdultContent/Score, IsRacy/Score, categories, faces, dominant colors, accent color https://www.microsoft.com/cognitive-services/en-us/computer-vision-api Anger, contempt, disgust, fear, happiness, sadness, surprise, and neutral https://www.microsoft.com/cognitive-services/en-us/emotion-api Bounding box, 27 facial landmarks, age, gender, head pose, smile, facial hair, glasses https://www.microsoft.com/cognitive-services/en-us/face-api
  9. 9. DEMO VISION
  10. 10. ALGUMAS DICAS Aproveite o que já existe… For ObjectiveC/Swift/iOS, Java/Android, C#/Windows, and Python (Jupyter notebook) https://www.microsoft.com/cognitive-services/en-us/SDK-Sample?api=computer%20vision Algumas Limitações… Computer Vision API describes images in English only Face API detects up to 64 human faces in one image Facial detection: JPEG, PNG, GIF (first frame), and BMP supported, image file size of 1KB- 4MB, detectable face size 36x36-4096x4096 pixels, returned faces ordered by face rect size desc Varios detalhes… FindSimilarFace has 2 modes: matchPerson (default, same person) and matchFace (similar faces) FaceGroup API takes between 2-1000 candidate faces Documentation: https://www.microsoft.com/cognitive-services/en-us/documentation
  11. 11. LINKSDEREFERENCIA  https://www.microsoft.com/cognitive-services/en-us/computer-vision-api/documentation  https://www.microsoft.com/cognitive-services/en-us/sdk-sample  https://cognitive.uservoice.com/  https://stackoverflow.com/questions/tagged/microsoft-cognitive  Github.com/rogeriorrodrigues/vssummit2017  Twitter.com/rogerrrodrigues  http://www.rogerio.eti.br  rogerio@rogerio.eti.br
  12. 12. MUITOOBRIGADO! #VSSUMMIT

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