DOCSLIB.ORG

Rosie Was Excellent As Usual! I Would Recommend Her Services in a Heartbeat!

Total Page：16

File Type：pdf, Size：1020Kb

Download full-text PDF Read full-text
Rosie Was Excellent As Usual! I Would Recommend Her Services in a Heartbeat! Rosie was excellent as usual! I would recommend her services in a heartbeat! by Anon on 2016-07-29 Rosie was excellent as usual! I would recommend her services in a heartbeat! NPS: Great service and it is a great atmosphere by Pat DALEY on 2016-07-25 Great service and it is a great atmosphere NPS: Excellent! I get a fashionable, modern, hairstyle with products that are good for my hair. by Jane MANNING on 2016-07-24 Excellent! I get a fashionable, modern, hairstyle with products that are good for my hair. NPS: I have a 10 pack of mystic tans. Usually it is fine but last weeks I noticed the tan wasn't that tanned as usual. But My tan today was not at all. Hardly anything sprayed out of it-was mostly air - I didn't even use the towel when I was done - maybe it needs to be checked... by Bonnie CARR-BOWERS on 2016-07-23 I have a 10 pack of mystic tans. Usually it is fine but last weeks I noticed the tan wasn't that tanned as usual. But My tan today was not at all. Hardly anything sprayed out of it-was mostly air - I didn't even use the towel when I was done - maybe it needs to be checked... NPS: N/A Excellent experience with waxing and pedicurist. by Mary LENIHAN on 2016-07-22 Excellent experience with waxing and pedicurist. NPS: Got a perm & surprisingly LOVE it! While the atmosphere was not overly professional nor ambient, I came out with a great style, which is what counts! by April JAKUBEC on 2016-07-21 Got a perm & surprisingly LOVE it! While the atmosphere was not overly professional nor ambient, I came out with a great style, which is what counts! NPS: Always a great experience! Been going to Fresh Hair for ages! NEver been disappointed! by Anon on 2016-07-21 Always a great experience! Been going to Fresh Hair for ages! NEver been disappointed! NPS: Always a satisfying experience. Joy is an exceptional stylist! by Joanne HULTS on 2016-07-20 Always a satisfying experience. Joy is an exceptional stylist! NPS: Margarita was wonderful! Very helpful and provided me with all the information I needed for my hair. by Avery Struthers on 2016-07-20 Margarita was wonderful! Very helpful and provided me with all the information I needed for my hair. NPS: I hope that I look as beautiful as Joy suggested. by Marsha GERBER on 2016-07-17 I hope that I look as beautiful as Joy suggested. NPS: Always well cared for! by Melida ARREDONDO on 2016-07-15 Always well cared for! NPS: I was disappointed because my hairdresser didn't seem to know when I requested a trim for health for my hair. After I left, I didn't really feel like I got a haircut at all... My hair is still very uneven at the edges and I was expecting to leave with a straight cut. On top of that I was severely over charged. I called ahead and asked for an appointment less than a haircut (since I only needed a 10 minute trim), but I was put with a more expensive stylist and still charged the $45 haircut fee (even though I didn't want a wash or style). I will not be coming back to this salon if this is how they treat people with special requests. I am grateful for the protein treatment advice I was given. I wanted to support my local businesses but if this is what I can expect for the price I paid I would rather go to a Hair Cuttery.... Even if the front staff had been more upfront with the costs, I would have turned down the appointment before wasting my time and money. by Jasmine STECKER on 2016-07-14 I was disappointed because my hairdresser didn't seem to know when I requested a trim for health for my hair. After I left, I didn't really feel like I got a haircut at all... My hair is still very uneven at the edges and I was expecting to leave with a straight cut. On top of that I was severely over charged. I called ahead and asked for an appointment less than a haircut (since I only needed a 10 minute trim), but I was put with a more expensive stylist and still charged the $45 haircut fee (even though I didn't want a wash or style). I will not be coming back to this salon if this is how they treat people with special requests. I am grateful for the protein treatment advice I was given. I wanted to support my local businesses but if this is what I can expect for the price I paid I would rather go to a Hair Cuttery.... Even if the front staff had been more upfront with the costs, I would have turned down the appointment before wasting my time and money. NPS: Aisha is always amazing by Yareliz DIAZ on 2016-07-13 Aisha is always amazing NPS: Great facial with Deirdre! by Liz COOK on 2016-07-08 Great facial with Deirdre! NPS: Once again Kelly did a wonderful job cutting and shaping my hair. So grateful. And I can walk to my appointments at Fresh Hair! by Anita ANGER on 2016-07-07 Once again Kelly did a wonderful job cutting and shaping my hair. So grateful. And I can walk to my appointments at Fresh Hair! NPS: I would return. Had a great mani-pedi. Didn't have to wait for my appt and they place is very pleasant and clean. by Susan PARIS on 2016-07-04 I would return. Had a great mani-pedi. Didn't have to wait for my appt and they place is very pleasant and clean. NPS: Terrific and always professional by Pat DALEY on 2016-06-29 Terrific and always professional NPS: We went to Fresh Hair for my son's first haircut and it was a fantastic experience. Kelly did a great job, it was quick and easy! by Anon on 2016-06-29 We went to Fresh Hair for my son's first haircut and it was a fantastic experience. Kelly did a great job, it was quick and easy! NPS: What can I say? I love Fresh Hair. Great people, great prices and a great place! by Anon on 2016-06-29 What can I say? I love Fresh Hair. Great people, great prices and a great place! NPS: Margarita was wonderful. She looked at my hair and the picture that I brought with me and explained carefully what she could and could not do. It was so refreshing to have a stylist who really understood an older woman's hair. (I'm sure she is wonderful with younger clients as well.) I love the haircut that she gave me and thoroughly enjoyed chatting with her as she cut my hair. by Nancy HOROWITZ on 2016-06-25 Margarita was wonderful. She looked at my hair and the picture that I brought with me and explained carefully what she could and could not do. It was so refreshing to have a stylist who really understood an older woman's hair. (I'm sure she is wonderful with younger clients as well.) I love the haircut that she gave me and thoroughly enjoyed chatting with her as she cut my hair. NPS: Very professional n warm staff. by Mary LENIHAN on 2016-06-25 Very professional n warm staff. NPS: Margarita gave me beautifully shaped brows that were not too thin. She was gentle and quick. Thank you! by Anon on 2016-06-24 Margarita gave me beautifully shaped brows that were not too thin. She was gentle and quick. Thank you! NPS: Michelle is the best in eyebrows by Tita LABOY on 2016-06-24 Michelle is the best in eyebrows NPS: Joy was very professional, attentive and sweet! I really enjoy my cut and will definitely be back! by Orit GOLDWASSEO on 2016-06-21 Joy was very professional, attentive and sweet! I really enjoy my cut and will definitely be back! NPS: Joy's vision for my new look is awesome. Now I know why she was excited as she cut away! by Marsha GERBER on 2016-06-20 Joy's vision for my new look is awesome. Now I know why she was excited as she cut away! NPS: Joy cut and colored my hair and did a terrific job. She took care to give me the cut and color that I wanted. And she is a lovely person to talk to. by Annette DEMBY on 2016-06-18 Joy cut and colored my hair and did a terrific job. She took care to give me the cut and color that I wanted. And she is a lovely person to talk to. NPS: very friendly service, well done, professional, makes you feel at ease. Would definitely go back. I like that they put a priority on stocking environmentally minded products. I also thought their communication in making an appointment over the web was very fast and professional, and made it very easy to schedule. by Anon on 2016-06-14 very friendly service, well done, professional, makes you feel at ease. Would definitely go back. I like that they put a priority on stocking environmentally minded products. I also thought their communication in making an appointment over the web was very fast and professional, and made it very easy to schedule.
Load more

Recommended publications
  • COSMETOLOGY CURRICULUM | Styling
    COSMETOLOGY CURRICULUM | Styling Book ONE | Student Guide COSMETOLOGY CURRICULUM | Styling TABLE OF CONTENTS 1. Introduction to Styling Hair..................................................................3 2. Finger Waving Technique........................................................................11 3. Curl Bases and Stems................................................................................18 4. Pin Curls (Flat and Volume)....................................................................22 5. Roller Setting and Curl Variations........................................................34 6. Back-Combing and Back-Brushing.......................................................40 7. Half-Round Brush Air Forming Technique........................................45 8. Round Brush Styling Technique............................................................51 9. Finger Drying and Palm Drying............................................................57 10. Thermal Techniques for Curling...........................................................62 11. Thermal Techniques for Creating Waves.........................................73 12. Thermal Techniques for Smoothing and Straightening.............81 13. French Twist................................................................................................91 14. Draped Style...............................................................................................97 15. Chignon........................................................................................................101
    [Show full text]
  • Alopecia Areata Part 1: Pathogenesis, Diagnosis, and Prognosis
    Clinical Review Alopecia areata Part 1: pathogenesis, diagnosis, and prognosis Frank Spano MD CCFP Jeff C. Donovan MD PhD FRCPC Abstract Objective To provide family physicians with a background understanding of the epidemiology, pathogenesis, histology, and clinical approach to the diagnosis of alopecia areata (AA). Sources of information PubMed was searched for relevant articles regarding the pathogenesis, diagnosis, and prognosis of AA. Main message Alopecia areata is a form of autoimmune hair loss with a lifetime prevalence of approximately 2%. A personal or family history of concomitant autoimmune disorders, such as vitiligo or thyroid disease, might be noted in a small subset of patients. Diagnosis can often be made clinically, based on the characteristic nonscarring, circular areas of hair loss, with small “exclamation mark” hairs at the periphery in those with early stages of the condition. The diagnosis of more complex cases or unusual presentations can be facilitated by biopsy and histologic examination. The prognosis varies widely, and poor outcomes are associated with an early age of onset, extensive loss, the ophiasis variant, nail changes, a family history, or comorbid autoimmune disorders. Conclusion Alopecia areata is an autoimmune form of hair loss seen regularly in primary care. Family physicians are well placed to identify AA, characterize the severity of disease, and form an appropriate differential diagnosis. Further, they are able educate their patients about the clinical course of AA, as well as the overall prognosis, depending on the patient subtype. Case A 25-year-old man was getting his regular haircut when his EDITor’s KEY POINTS • Alopecia areata is an autoimmune form of barber pointed out several areas of hair loss.
    [Show full text]
  • Smith V. Dozier
    Case 5:12-cv-00026-WLS-CHW Document 243 Filed 08/07/19 Page 1 of 18 IN THE UNITED STATES DISTRICT COURT FOR THE MIDDLE DISTRICT OF GEORGIA MACON DIVISION LESTER JAMES SMITH, : : Plaintiff, : : CASE NO.: 5:12-CV-26 (WLS) v. : : GREGORY DOZIER, : : Defendant. : : BENCH OPINION I. Procedural Background On January 24, 2012, Plaintiff filed a pro se Complaint alleging that the Georgia Department of Corrections’ (“GDOC’s”) grooming policy violates the Religious Land Use and Institutionalized Persons Act (“RLUIPA”), 42 U.S.C. § 2000cc et seq. (Doc. 1; see Doc. 183-22 at 6-7.) Because the policy forbids inmates from growing facial hair in excess of one half-inch in length (Doc. 183-22 at 7), Plaintiff pleaded that the grooming policy substantially burdens the exercise of his sincerely held religious beliefs because Islam prohibits him from shaving his beard. (Doc. 1.) Plaintiff sought nominal damages and an injunction to allow him to grow a beard for religious reasons. (Doc. 1 at 5.) After the Court granted Defendant’s first Motion for Summary Judgment, Plaintiff appealed to the Eleventh Circuit on March 6, 2014. (See Docs. 125 & 129.) On February 17, 2017, the Eleventh Circuit vacated and remanded this case, instructing this Court to analyze Plaintiff’s RLUIPA claim in a manner consistent with Holt v. Hobbes, 135 S. Ct. 853 (2015). Smith v. Owens, 848 F.3d 975, 981 (11th Cir. 2017). The Eleventh Circuit also appointed Plaintiff counsel, and Plaintiff’s appointed counsel continues to represent him in this case. Smith, 848 F.3d at 978; (see Docs.
    [Show full text]
  • Makeup-Hairstyling-2019-V1-Ballot.Pdf
    2019 Primetime Emmy® Awards Ballot Outstanding Hairstyling For A Single-Camera Series A.P. Bio Melvin April 11, 2019 Synopsis Jack's war with his neighbor reaches a turning point when it threatens to ruin a date with Lynette. And when the school photographer ups his rate, Durbin takes school pictures into his own hands. Technical Description Lynette’s hair was flat-ironed straight and styled. Glenn’s hair was blow-dried and styled with pomade. Lyric’s wigs are flat-ironed straight or curled with a marcel iron; a Marie Antoinette wig was created using a ¾” marcel iron and white-color spray. Jean and Paula’s (Paula = set in pin curls) curls were created with a ¾” marcel iron and Redken Hot Sets. Aparna’s hair is blow-dried straight and ends flipped up with a metal round brush. Nancy Martinez, Department Head Hairstylist Kristine Tack, Key Hairstylist American Gods Donar The Great April 14, 2019 Synopsis Shadow and Mr. Wednesday seek out Dvalin to repair the Gungnir spear. But before the dwarf is able to etch the runes of war, he requires a powerful artifact in exchange. On the journey, Wednesday tells Shadow the story of Donar the Great, set in a 1930’s Burlesque Cabaret flashback. Technical Description Mr. Weds slicked for Cabaret and two 1930-40’s inspired styles. Mr. Nancy was finger-waved. Donar wore long and medium lace wigs and a short haircut for time cuts. Columbia wore a lace wig ironed and pin curled for movement. TechBoy wore short lace wig. Showgirls wore wigs and wig caps backstage audience men in feminine styles women in masculine styles.
    [Show full text]
  • Contemporary Carioca: Technologies of Mixing in A
    Con tempo C o n t e m p o r a r y raryC a r i o c a Cari oca ontemporary CCarioca Technologies of Mixing in a Brazilian Music Scene Frederick Moehn Duke University Press Durham anD LonDon 2012 © 2012 Duke University Press All rights reserved. Printed in the United States of America on acid-free paper ♾ Designed by Kristina Kachele Typeset in Quadraat and Ostrich Sans by Tseng Information Systems, Inc. Library of Congress Cataloging- in- Publication Data appear on the last printed page of this book. Duke University Press gratefully acknowledges the support of Stony Brook University, which provided funds toward the publication of this book. For Brazil’s musical alchemists ontents Illustrations ix C Preface xi Acknowledgments xxiii Introduction 1 1 Marcos Suzano: A Carioca Blade Runner 25 2 Lenine: Pernambuco Speaking to the World 55 3 Pedro Luís and The Wall: Tupy Astronauts 92 4 Fernanda Abreu: Garota Carioca 130 5 Paulinho Moska: Difference and Repetition 167 6 On Cannibals and Chameleons 204 Appendix 1: About the Interviews, with a List of Interviews Cited 211 Appendix 2: Introductory Aspects of Marcos Suzano’s Pandeiro Method 215 Notes 219 References 245 Discography 267 Index 269 llustrations Map of Rio de Janeiro with inset of the South Zone 6 1 “mpb: Engajamento ou alienação?” debate invitation xii 2 Marcos Suzano’s favorite pandeiro (underside) 29 I 3 Marcos Suzano demonstrating his pandeiro and electronic foot pedal effects setup 34 4 A common basic samba pattern on pandeiro 48 5 One of Marcos Suzano’s pandeiro patterns 49 6 Marcos
    [Show full text]
  • Cosmetology Curriculum
    Cosmetology Curriculum Book Cosmetology Curriculum Student's Guide 131733_S_0000FrontMatter.indd Sec0i 12/8/04 10:10:36 AM The Aveda Institute Mission The Aveda Institute’s mission is to provide a quality professional education by: • Creating an environment of trust and respect • Encouraging a commitment to teamwork • Promoting personal and professional development • Inspiring the continuous quest for knowledge and growth By supporting our students in this manner, we enable them to provide service that exceeds our clients’ expectations. Printed with soy-based ink on paper made of 30% post-consumer fiber. © 2002 Aveda Corporation. All rights reserved. 4000 Pheasant Ridge Drive, Minneapolis, MN 55449 www.aveda.com 131733_S_0000FrontMatter.indd Sec0ii 12/8/04 10:10:37 AM CONTENTS Contents Module 1: Introduction 1. The Aveda Institute Cosmetology Curriculum 2. Welcome to Aveda 3. Using the Time Management Wheel 4. Sensory Experience 5. Self Care 6. Client Care Module 2: Science 1. Cells and Body Tissues 2. The Body’s Systems 3. pH Scale 4. Chemistry 5. Product Classifications 6. Bacteriology 7. Light Therapy 8. Electricity Module 3: Hair Care and Client Preparation 1. What Is Hair? 2. Scalp and Hair Disorders 3. Preparing Your Station 4. Performing a Hair Service Consultation 5. Preparing the Client 6. Shampooing and Deep Conditioning © 2002 Aveda Corporation i 131733_S_0000FrontMatter.indd Sec0iii 12/8/04 10:10:37 AM CONTENTS Module 4: Cutting Hair 1. Introduction to Cutting Hair 2. Handling the Scissors and Comb 3. Sectioning 4. One-Length Technique 5. Graduated Cutting Technique 6. Layered Cutting Technique 7. Texturizing Tools and Techniques 8.
    [Show full text]
  • List of Hairstyles
    List of hairstyles This is a non-exhaustive list of hairstyles, excluding facial hairstyles. Name Image Description A style of natural African hair that has been grown out without any straightening or ironing, and combed regularly with specialafro picks. In recent Afro history, the hairstyle was popular through the late 1960s and 1970s in the United States of America. Though today many people prefer to wear weave. A haircut where the hair is longer on one side. In the 1980s and 1990s, Asymmetric asymmetric was a popular staple of Black hip hop fashion, among women and cut men. Backcombing or teasing with hairspray to style hair on top of the head so that Beehive the size and shape is suggestive of a beehive, hence the name. Bangs (or fringe) straight across the high forehead, or cut at a slight U- Bangs shape.[1] Any hairstyle with large volume, though this is generally a description given to hair with a straight texture that is blown out or "teased" into a large size. The Big hair increased volume is often maintained with the use of hairspray or other styling products that offer hold. A long hairstyle for women that is used with rich products and blown dry from Blowout the roots to the ends. Popularized by individuals such asCatherine, Duchess of Cambridge. A classic short hairstyle where it is cut above the shoulders in a blunt cut with Bob cut typically no layers. This style is most common among women. Bouffant A style characterized by smooth hair that is heightened and given extra fullness over teasing in the fringe area.
    [Show full text]
  • Rocky Mount/Nashville Edition
    ™ Local and National Unusual News Rocky Mount/Nashville NC Edition – 919.623.9392 Produced by Above And Beyond Volume 2, Number 2 Learning Corp. “I’M FREE—Take Me With You!” January 15, 2012 The Good News... Zebulon Boys RBC & PNC Merger off to each side of the center building were staggered wards built so that each ward would have free flowing fresh air In June 2011, the PNC Financial Services Group, Inc. and & Girls Club New Facility through it, along with bright sunlight and views of the Royal Bank of Canada announced that they had signed an The Zebulon Boys & Girls Club provides classes, sports grounds from all angles. All of those things were considered agreement for PNC to acquire RBC Bank (USA), the US leagues, after school programs, and much more for area a cure for mental illness. An interesting fact is that many retail banking subsidiary of Royal Bank of Canada. PNC is residents, and officially opens Monday, January 16th in its people used to think that insanity was contagious, hence the expected to re-brand the RBC branches throughout NC. new facility with even more to offer. need for fresh air. For more information on the Kirkbride Children not only come to play, but to learn. The club offers Based in Pittsburgh PA, the PNC Financial Services Group, Plan or Dr. Kirkbride, go to www.kirkbridebuildings.com. Inc. is one of the largest diversified financial services a variety of classes to sign up for, with the new expanded The hospital is still in operation today, so don’t expect to get organizations in the US, providing retail banking, business facility providing new space for league play, games, a tour of the building’s interior, but you can drive through the banking, and residential mortgage banking.
    [Show full text]
  • Being in Afro-Brazilian Families by Elizabeth Hordge
    Home is Where the Hurt Is: Racial Socialization, Stigma, and Well- Being in Afro-Brazilian Families By Elizabeth Hordge Freeman Department of Sociology Duke University Date: _____________________ Approved: ________________________________________ Eduardo Bonilla-Silva, Co-Supervisor _________________________________________ Linda George, Co-Supervisor _________________________________________ Lynn Smith-Lovin _________________________________________ Linda Burton __________________________________________ Sherman James Dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Department of Sociology in the Graduate School of Duke University 2012 ! ABSTRACT Home is Where the Hurt Is: Racial Socialization, Stigma, and Well- Being in Afro-Brazilian Families By Elizabeth Hordge Freeman Department of Sociology Duke University Date: _____________________ Approved: ________________________________________ Eduardo Bonilla-Silva, Co-Supervisor _________________________________________ Linda George, Co-Supervisor _________________________________________ Lynn Smith-Lovin _________________________________________ Linda Burton __________________________________________ Sherman James An abstract submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Department of Sociology in the Graduate School of Duke University 2012 ! ! Copyright by Elizabeth Hordge Freeman 2012 ! Abstract This dissertation examines racial socialization in Afro-Brazilian families in
    [Show full text]
  • Download Get-Over-Your-Hairstyle-Makeover
    Get Over Your Hairstyle Makeover Roy Caccamo INTRODUCTION 3 Get Over Your Hairstyle Makeover Contents CHAPTER 1 4 Don’t Wait Too Long CHAPTER 2 6 Tips for Avoiding a Bad Hairstyle Experience CHAPTER 3 8 Fearing Hairstyling Nightmares CHAPTER 4 11 To Sue or Not to Sue: Dealing with Disappointment CHAPTER 5 13 Get the Right Idea about Hair Consultations CHAPTER 6 15 Getting Cosy with Your Stylist CHAPTER 7 17 Hairstyles and Cold Hard Cash CHAPTER 8 Copyright 2008 TheHairStyler.com Everyone Deserves Great Hair! Author: [email protected] 19 Editor: [email protected] Design: [email protected] CHAPTER 9 21 Finding Time for a Salon Visit This work is licensed under the Creative Commons Attribution-Noncom- mercial-No Derivative Works 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/ or send a CONCLUSION letter to Creative Commons, 171 Second Street, Suite 300, San Francisco, 23 Some Tricks of the Trade California, 94105, USA. Introduction Get Over Your Hairstyle Makeover! It’s free, it’s packed full of goodness, and when you print it out (preferably on recycled paper), it’ll be thin enough to put under your pillow. Why would you put it under your pillow? Well, you usually put something under your pillow that you think will keep you safe, or that you think is particularly precious. This e-book will keep you safe, and it’s certainly precious. I’m a professional hairstylist with over 25 years experience, and in this e-book I pinpoint and discuss all the things about getting a hairstyle makeover that might worry you.
    [Show full text]
  • State's Poiverless in Gas Crisis
    Ml* I MB M littk big I, me the matchup jackal. 9 Ubtion to the nm MMHMB includes • yeMuw, I Ml I •triped tee-shirt and a da i .iiopp red kit There you go, you re ail Mt," Suooo Myt ei»nuniB» his handiwork The make-up job he did on my face earlier revealed him to t* mor* thao a heard UMH competent fashion coordinator - he is lop-notch nuke-up artist And his clown walk and big top hijinks sandg, be it a performer to boot — Mt Jut another warned me to keep y face at all time», grew A pretty (ace. without effort, la fact, I couldn't have let them •am '^^mmmmmmmmm ' Jeff Martin photo. Simon SimplewiU is a clam in the ring and slip I'rum my face if I wanted U out His made-up smile is supplemental, almost SeeAetawi, •••»» Si of I Orr the reporter Scott Orr the clown The Daily Register VOL.101 NO. 312 SHREWSBURY, N.J. TUESDAY, JUNE 26, 1979 15 CENTS Jacobson: State's poiverless in gas crisis By MARK MAGYAR "And if the retailers do go on strike, which I hope they fishing" Sunday if the federal Department of Energy does not Mr Jacobson said "Gov Byrne asked the major oil com- State house Correspondent don't, all I can suggest is that we go to our respective pews and meet its demands panies last week to consider sending an additional five percent TRENTON — The lines of odd-numbered cars were shorter pray," he said "At the state level, with our allocations "The retailers are absolutely right that they can't maintain allocation to New Jersey, which they have the discretion to do, at Shore gas stations yesterday, but the supply situation practically exhausted, there's nothing more we can do.
    [Show full text]
  • A Hairstyle Recommender System Using Machine Learning
    hAIr: A Hairstyle Recommender System Using Machine Learning Sark Xing Ward de Groot Abstract Technical University of Eindhoven Technical University of Eindhoven Choosing a new hairstyle can be a difficult, impactful [email protected] [email protected] decision. Especially envisioning if a haircut would suit the individual is hard. With the analysis responses from Y izhou Liu Lara Leijtens facial recognition APIs and supervised machine Technical University of Eindhoven Technical University of Eindhoven learning, a relation between facial features and [email protected] [email protected] hairstyle is ought to be found in this project, so that a hairstyle recommender system, called “hAIr”, can be created. The system recommends hairstyles that suit the individual’s characteristics. This is based on a neural network learning algorithm, which is trained with features, extracted from 1060 images of people, relating to 53 different hairstyles. The trained network reaches an accuracy of 28.10% when validated with images that were not used for training. This can be improved by trying different combinations of input variables, or using a different conversion for the values that were gained from the APIs. It is also possible that the APIs are not completely accurate. A third possibility for improvement would be to use a different learning algorithm, such as k-Nearest Neighbors or naive Bayes. Introduction about themselves, once they are presented with an Context option. To decide if they like the style or not can be Going to the hairdresser can come with difficult decision assessed by looking at another person that has that making.
    [Show full text]