{"componentChunkName":"component---src-templates-works-work-js","path":"/portfolio-work-3/","result":{"data":{"site":{"siteMetadata":{"title":"Kunjal Panchal"}},"markdownRemark":{"id":"69f5b6d4-fbc7-5035-99bf-cf71acac52fa","excerpt":":My Journey:\nEMPath journey with Dr. Taniya Mishra - Director of AI Research","rawMarkdownBody":"\r\n:My Journey:<br/>\r\n<a href='https://mysurestart.com/case-study'>EMPath journey with Dr. Taniya Mishra - Director of AI Research</a><br/>","html":"<p>:My Journey:<br/>\n<a href='https://mysurestart.com/case-study'>EMPath journey with Dr. Taniya Mishra - Director of AI Research</a><br/></p>","frontmatter":{"title":"Emotion AI Path Intern","date":"July 06, 2020","description":"• Developed a prototype for an “Emotion-enabled” smart fridge, detecting the available food inside a refrigerator, and the mood of the user with the \"Affectiva Facial Expression Recognition SDK\" to suggest the food intake accordingly <br/>• Trained the VGG-16 food classifier on Freiburg Grocery dataset with the accuracy of 76.16% <br/>• Implemented a multiclass incremental learner classifier decision tree which correlates the mood of the user and what food they are picking up from the fridge <br/>• Became familiar with the market analysis, pitching the project idea, patent creation and honed the technical aspects of data acquisition, data synthesis, affect analysis, and personalization from facial analysis"}}},"pageContext":{"slug":"/portfolio-work-3/"}},"staticQueryHashes":["3649515864","63159454"]}