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Week 3 Report

Week 3 Report. Misrak Seifu, Wesna Lalanne Mentor: Mahdi M . Kalayeh. Overview of week 3. Reading relevant papers Starting the data collection process Establishing our definition of Selfie Creating the initial list of attributes Getting familiar with face detection code.

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Week 3 Report

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  1. Week 3 Report MisrakSeifu, WesnaLalanne Mentor: Mahdi M. Kalayeh

  2. Overview of week 3 • Reading relevant papers • Starting the data collection process • Establishing our definition of Selfie • Creating the initial list of attributes • Getting familiar with face detection code

  3. Samples of the collected dataset

  4. Definition of Selfie • Oxford Definition: A photograph that one has taken of oneself, typically one taken with a smartphone or webcam and uploaded to a social media website. • Our Definition: A facial portrait that one is taken of himself/herself, or a group of people in which he/she is included.

  5. Initial List of attributes • Race • Asian • Black • White/Hispanic/Pale • Indian • Gender • Female • Male • Hair • Black • Blonde/Blond • Brown • Gray • Curly/Wavy/Afro • Straight • Braid • Bangs • Facial Attributes • Smiling • Frown • Eyes open • Eyes closed • Eyeglasses • Sunglasses • No eyewear • Mustache • No beard • Shiny skin • Rosy cheeks • Lipstick • Eye makeup • Teeth not visible • Teeth visible • Mouth closed • Mouth open • Tongue out • Duck face • Face Shape • Oval • Round • Round jaw • Square face • Age • Baby • Child • Youth • Middle aged • Senior • Lighting • Harsh lighting • Soft lighting

  6. Single Face detection

  7. Multi-person Face detection

  8. Plan for week 4 Finalizing the attributes list Creating GUI for annotating the dataset Annotating a subset of the collected dataset Tuning the parameters of the face detector Extracting faces from the subset of the collected dataset

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