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Published byBrian Ford Modified over 9 years ago
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Week 3 Report Misrak Seifu, Wesna Lalanne Mentor: Mahdi M. Kalayeh
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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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Samples of the collected dataset
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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.
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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
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Single Face detection
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Multi-person Face detection
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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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