Transcription of Food Image Recognition by Deep Learning - Nvidia
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Food Image Recognition by Deep Learning - Nvidia
food Image Recognition by deep LearningAssoc. Prof. Steven HOIS chool of Information SystemsSingapore Management UniversityNational Day Rally 2017: Singapore's War on Four simple ways to fight diabetes: Go for regular medical check-ups; Exercise more; Watch your diet; and Cut down on soft drinks. -PM Lee Hsien LoongTraditional food food LoggingHealthy 365 Powered byRoadmapCasesResearchApproachProblemFoo d Image Recognition Visual Recognition Laksa?Machine LearningFood Image Recognition Could be very Tea or Teh Teh, tea with milk and sugar Teh-C, tea with evaporated milk Teh-C-kosong, tea with evaporated milk and no sugar Teh-O, tea with sugar only Teh-O-kosong, plain tea without milk or sugar Tehtarik, the Malay tea Teh-halia, tea with ginger water Teh-bing, tea with ice, akaTeh-ice Teh-siu-dai, tea with less sugar Teh-gah-dai, tea with extra sweetened Name HierarchyTeh O siudaiTeh O kosongTeh OTea, no milkGreen teaGreen tea ( no sugar)Iced lemon teaGreen teaIced lemon teaFood ItemVisual FoodFood Recognition Classical Computer Vision Pipeline deep Learning ApproachFeatureExtractionTrai
Food Image Recognition •Could be very challenging… Singapore Tea or Teh •Teh, tea with milk and sugar •Teh-C, tea with evaporated milk •Teh-C-kosong, tea with evaporated milk and no sugar •Teh-O, tea with sugar only •Teh-O-kosong, plain tea without milk or sugar •Teh tarik, the Malay tea •Teh-halia, tea with ginger water •Teh-bing, tea with ice, aka Teh-ice
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