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kddtv

kddtv
usa
Arcadia, FL 333432
United States

Category

Description
인공지능과 가상현실이 스포츠 중계를 만났을 때
‘비디오가 라디오 스타를 죽였다’는 버글스의 노래는 스포츠 중계의 세계에도 적용된다.
판소리가 오직 목소리와 북소리만으로 적벽대전을 그려내듯, 목소리만으로 경기의 긴박함과
선수들의 동작을 전달한 라디오 중계가 있었다는걸 젊은 세대는 믿지 못할 것이다.
그 말을 믿기엔 지금의 스포츠 중계는 너무나 시각적이며 지나치게 사실적이다.
불과 5년 전과 비교해도 중계방식이 확연히 달라진 스포츠 종목이라면 단연 야구를 꼽을 수 있다. 기록의 종목인 야구는 오래전부터 데이터를 중계에 활용해 왔다. 타자의 누적 기록과 투수의 누적 기록을 보여주는 것부터 특정팀 투수와 타자의 상대 기록, 2아웃 만루 같은 특정 상황에서 타자나 투수의 누적 기록을 보여주는 것으로 발전해 왔다.

최근의 야구 중계 화면에서 데이터를 다루는 방식은 이전과 질적으로 다르다. 가장 큰 차이는 ‘시각효과’에 있다. 이전까지 데이터는 텍스트로 표시되었지만, 지금은 플레이 하나하나의 결과를 시각적으로 보여주고 분석해 준다. 투수가 던진 공의 속도와 구종, 스트라이크 존 통과 여부를 보여주는 것은 기본 이다. 그 공이 지면으로부터 몇 미터 높이에서 던져졌는지, 공의 회전수를 분당으로 환산하면 몇 회나 되는지도 보여준다. 타격 순간은 360도 동영상으로 보여주며, 홈런이 나오면 공의 비거리, 타구의 속도와 발사 각도를 시각효과와 함께 보여준다. 이런 중계 화면이 가능한 것은 야구공의 궤적과 속도 등을 추적하는 레이더 시스템이 야구장에 설치되어 있기 때문 이다. 이 시스템을 개발한 곳은 덴마크의 ‘트랙맨 ’ 인데 군사용으로 사용되는 위상배열 도플러 레이더radar 기술을 보유하고 있다.트랙맨 시스템은 광학 카메라를 이용한 공 추적 방식보다 정밀도가 월등히 높으며, 공의 움직임은 물론 주자와 야수들의 위치와 속도까지 데이터화해 야구장 안의 모든 것을 기록하고 있다.

야구에 비해 중계 화면이 밋밋했던 축구도 최근 시각효과에 많은 투자를 하고 있다. 스페인 프로축구리그 라리가 La Liga 는인텔의 ‘트루뷰 기술을 도입해 경기장 둘레에 38대의 4K 카메라를 설치하고 30초 길이의 3차원 영상을 실시간으로 생성하고 있다. 이 영상들은 모바일 기기로 중계를 보는 사람이 시점을 바꿔가며 여러 방향에서 다시 보기 하는 데 사용 되고 있다.
인공지능을 활용한 예측 중계

트랙맨이나 트루뷰 기술이 방금 일어난 플레이의 데이터를 시각화하는 것이라면, 아마존은 한발 더 나아가 앞으로 벌어질 플레이의 성공 확률을 화면에 보여주려 하고 있다. 자사의 클라우드 서비스인 ‘아마존웹서비스 ’에 딥러닝 같은 인공지능 AI 기술을 접목해 결과를 예측함으로써 스포츠 중계와 관전 방식에 일대 혁신을 꾀하고자 한다. 딥러닝은 대량의 데이터나 복잡한 자료 속에서 핵심적인 내용을 요약해 내는 알고리즘으로, 사람의 사고방식을 컴퓨터에 가르치는 기계학습 의 한 갈래다.
아마존은 이미 자동차 경주의 최고봉인 F1, 프로미식축구 NFL, 미국프로야구 MLB와 딥러닝 기술을 활용한 예측 중계를 위해 협약을 맺었다.F1 경주용 차량은 보통 120개가량의 센서를 탑재하고 있어 그 자체가 데이터 생성 머신이기도 하다. 아마존은 차량의 시스템 데이터, 랩타임, 타이어 성능의 열화 정도, 차량의 위치, 날씨 등의 데이터를 AI 알고리즘에 넣어 특정 차량이 앞차 추월에 성공할 확률을 추산하여 중계 화면에 표시해 준다.

NFL 경기에서는 필드의 사령관이라 불리는 쿼터백의 패스가 경기의 승패를 좌우하는데, 아마존은 중요 상황에서 AI로 패스의 성공률을 예측한 후 중계 화면에 표시해 준다. NFL은 2017년부터 선수들의 어깨 보호 장구 속에 RFID 태그를 심어 10초에 한 번씩 태그를 읽어 선수 움직임에 대한 막대한 데이터를 축적하고 있다.아마존은 과거 3만 5,000회의 패스플레이 데이터를 학습시킨 알고리즘에, 선수들의 포메이 션, 쿼터백이 공을 던질 때까지의 예상 시간, 상대팀 수비수의 태클 성공 여부, 공을 받을 선수까지의 거리 등의 데이터를 입력해 패스가 성공할 확률을 1초 안에 추산해 방송 화면에 보여준다.

MLB 경기 중계에서는 도루 성공 확률을 미리 계산하여 보여 준다. 앞서 말한 트랙맨 데이터를 기반으로 주자의 과거 도루 데이터, 현재 베이스에서 떨어져 있는 리드 거리, 투수가 던진 공을 포수가 받을 때까지의 시간 등을 종합해 실시간으로 도루 성공 확률을 화면에 보여준다.
인공지능을 활용한 예측 중계
트랙맨이나 트루뷰 기술이 방금 일어난 플레이의 데이터를 시각화하는 것이라면, 아마존은 한발 더 나아가 앞으로 벌어질 플레이의 성공 확률을 화면에 보여주려 하고 있다. 자사의 클라우드 서비스인 ‘아마존웹서비스’에 딥러닝같은 인공지능 AI 기술을 접목해 결과를 예측함으로써 스포츠 중계와 관전 방식에 일대 혁신을 꾀하고자 한다. 딥러닝은 대량의 데이터나 복잡한 자료 속에서 핵심적인 내용을 요약해 내는 알고리즘으로,사람의 사고방식을 컴퓨터에 가르치는 기계학습의 한 갈래다.
아마존은 이미 자동차 경주의 최고봉인 F1, 프로미식축구 NFL, 미국프로야구 MLB와 딥러닝 기술을 활용한 예측 중계를 위해 협약을 맺었다.F1 경주용 차량은 보통 120개가량의 센서를 탑재하고 있어 그 자체가 데이터 생성 머신이기도 하다. 아마존은 차량의 시스템 데이터, 랩타임, 타이어 성능의 열화 정도, 차량의 위치, 날씨 등의 데이터를 AI 알고리즘에 넣어 특정 차량이 앞차 추월에 성공할 확률을 추산하여 중계 화면에 표시해 준다.

NFL 경기에서는 필드의 사령관이라 불리는 쿼터백의 패스가 경기의 승패를 좌우하는데, 아마존은 중요 상황에서 AI로 패스의 성공률을 예측한 후 중계 화면에 표시해 준다. NFL은 2017년부터 선수들의 어깨 보호 장구 속에 RFID 태그를 심어 10초에 한 번씩 태그를 읽어 선수 움직임에 대한 막대한 데이터를 축적하고 있다. 아마존은 과거 3만 5,000회의 패스플레이 데이터를 학습시킨 알고리즘에, 선수들의 포메이 션, 쿼터백이 공을 던질 때까지의 예상 시간, 상대팀 수비수의 태클 성공 여부, 공을 받을 선수까지의 거리 등의 데이터를 입력해 패스가 성공할 확률을 1초 안에 추산해 방송 화면에 보여준다.

MLB 경기 중계에서는 도루 성공 확률을 미리 계산하여 보여 준다. 앞서 말한 트랙맨 데이터를 기반으로 주자의 과거 도루 데이터, 현재 베이스에서 떨어져 있는 리드 거리, 투수가 던진 공을 포수가 받을 때까지의 시간 등을 종합해 실시간으로 도루 성공 확률을 화면에 보여준다
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Lifeizze.com - up to 500 category marketplace and directory for self-placed business related information listings.
 ListingsCEO.com - up to 500 category marketplace and directory for self-placed business related information listings.
Listingzz.com - up to 500 category marketplace and directory for self-placed business related information listings.
Listizze.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalAdvertised.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalAnnounced.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalBranded.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalBrowsed.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalBundled.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalCategories.com - up to 500 category marketplace and directory for self-placed business related information listings.
 LocalDisplayed.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalFeatured.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalFollowed.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalHighlighted.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalLifestyled.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalLiked.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalLived.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalMarketed.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalNetworked.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalOrganized.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalPartnered.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalPosted.com - up to 500 category marketplace and directory for self-placed business related information listings.
 LocalPromoted.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalShowcased.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalStorefronts.com - up to 500 category marketplace and directory for self-placed business related information listings.
Locals101.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalsAdvertised.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalsDaily.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalsFeatured.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalsHQ.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalsListed.com - up to 500 category marketplace and directory for self-placed business related information listings.
Localzz101.com - up to 500 category marketplace and directory for self-placed business related information listings.
Localzz360.com - up to 500 category marketplace and directory for self-placed business related information listings.
LocalzzHQ.com - up to 500 category marketplace and directory for self-placed business related information listings.
NationAdvertised.com - up to 500 category marketplace and directory for self-placed business related information listings.
 NationFeatured.com - up to 500 category marketplace and directory for self-placed business related information listings.
NationListed.com - up to 500 category marketplace and directory for self-placed business related information listings.
 NationPromoted.com - up to 500 category marketplace and directory for self-placed business related information listings.
Northland101.com - up to 500 category marketplace and directory for self-placed business related information listings.
NorthlandFeatured.com - up to 500 category marketplace and directory for self-placed business related information listings.
NorthlandHQ.com - up to 500 category marketplace and directory for self-placed business related information listings.
Northlandzz.com - up to 500 category marketplace and directory for self-placed business related information listings.
Postingzz.com - up to 500 category marketplace and directory for self-placed business related information listings.
Postizze.com - up to 500 category marketplace and directory for self-placed business related information listings.
Productzz.com - up to 500 category marketplace and directory for self-placed business related information listings.
Promoizze.com - up to 500 category marketplace and directory for self-placed business related information listings.
Repairzz.com - up to 500 category marketplace and directory for self-placed business related information listings.
Restaurantzz.com - up to 500 category marketplace and directory for self-placed business related information listings.
SeeBusinesses.com - up to 500 category marketplace and directory for self-placed business related information listings.
Serviceizze.com - up to 500 category marketplace and directory for self-placed business related information listings.
Servicezz.com - up to 500 category marketplace and directory for self-placed business related information listings.
Spotlightzz.com - up to 500 category marketplace and directory for self-placed business related information listings.
Storefrontzz.com - up to 500 category marketplace and directory for self-placed business related information listings.
StateAdvertised.com - up to 500 category marketplace and directory for self-placed business related information listings.
StateFeatured.com - up to 500 category marketplace and directory for self-placed business related information listings.
 StatePromoted.com - up to 500 category marketplace and directory for self-placed business related information listings.
Stateizze.com - up to 500 category marketplace and directory for self-placed business related information listings.
Statezz.com - up to 500 category marketplace and directory for self-placed business related information listings.
USAAdvertised.com - up to 500 category marketplace and directory for self-placed business related information listings.
 USACategories.com - up to 500 category marketplace and directory for self-placed business related information listings.
USAFeatured.com - up to 500 category marketplace and directory for self-placed business related information listings.
USAPromoted.com - up to 500 category marketplace and directory for self-placed business related information listings.
USAStorefronts.com - up to 500 category marketplace and directory for self-placed business related information listings.
USAizze.com - up to 500 category marketplace and directory for self-placed business related information listings.
 
 
Adizze.com  AdsCEO.com  Advantageizze.com  Advertiserzz.com  Annoucementzz.com  AdvertisingCEO.com
ApartmentFR.com   Apartmentizze.com  ApartmentsFR.com  Apartmentzz.com  Autoizze.com

Bizizze.com  Brandizze.com  BrowseandSearch.com   Browseizze.com  Bundleizze.com  Buildizze.com 

BusinessAdzz.com  BusinessesAdvertised.com   BusinessesAnnounced.com  BusinessesBranded.com
BusinessesBrowsed.com  BusinessesBundled.com  BusinessesCentralized.com  BusinessesCEO.com
BusinessesDigitalized.com   BusinessesDiscovered.com  BusinessesDisplayed.com  BusinessesExplored.com
BusinessesFeatured.com  BusinessesFollowed.com  BusinessesFound.com  BusinessesHighlighted.com
BusinessesHQ.com  BusinessesLiked.com  BusinessesListed.com  BusinessesLived.com  BusinessesMarketed.com
BusinessesNetworked.com   BusinessesOrganized.com  BusinessesPartnered.com  BusinessesPosted.com
BusinessesPromoted.com 
BusinessesShowcased.com  BusinessesSimplified.com BusinessesSpotlighted.com
Businessezz.com  Businessizze.com  BusinessListingCEO.com  BusinessListingsCEO.com
BusinessListingzz.com 
BusinessStorefronts.com  ByStateByCity.com

Careerizze.com  Careerzz.com  Carizze.com  Careizze.com 
Categoriezz.com  CategoryHQ.com  CitiesNetworked.com
Citiezz.com  CityAdvertised.com 
CityAnnounced.com  CityBrowsed.com  CityBundled.com
CityCategories.com  CityCentralized.com  CityDigitalized.com  CityDisplayed.com  CityFollowed.com
CityGuideCEO.com  CityHighlighted.com  CityinformationCEO.com  Cityinformed.com  Cityizze.com
CityLifestyled.com  CityLiked.com  CityLived.com  CityMarketed.com  CityNetworked.com  CityOrganized.com
CityPartnered.com  CityPosted.com  CityPromoted.com  CityRemembered.com  CityServiced.com  CityShowcased.com
CityStorefronts.com   Communitiezz.com   CommunityCategories.com   Communityizze.com  Connectizze.com
ContractorFH.com  ContractorsFH.com   Contractorzz.com  CountrywideHQ.com Couponizze.com
Couponzz.com  Creativeizze.com  Customerizze.com

DailyCategories.com   Dailyizze.com  Dealizze.com  Digitalizze.com  DigitalLocalHQ.com  Dinnerizze.com
Dinnershq.com   Dinnerzz.com  Diplayizze.com  DirectoryCategories.com  Discoverizze.com  Displayizze.com

Eatizze.com  Ecommerceizze.com  Engageizze.com  Entertainmentizze.com  Entrepreneurizze.com
Estimatezz.com  Eventizze.com  Eventsceo.com  EverydayCategories.com  Exerciseizze.com
Experienceizze.com  ExteriorCategories.com Exteriorizze.com  Exteriorzz.com
 
Fashionizze.com  Favoritezz.com  Featureizze.com  Featurezz.com  Financeizze.com
Financezz.com  Fitnessizze.com Fixizze.com  Foodizze.com  Freelanceizze.com 
Freelancerzz.com

Getawayizze.com  GetawaysCEO.com  Getawayzz.com  Giftcardzz.com  Giftizze.com
GreenTornado.com  GreenTwister.com  Guideizze.com

Handmadeizze.com Handymanizze.com  HappeningCEO.com  HappeningsCEO.com  Happeningzz.com
Hireizze.com   Homeizze.com   HomeownerCategories.com  HomeProjectCEO.com  HomeProjectzz.com
HomeRepairzz.com  HomeServicezz.com 
Hometownizze.com  Hometownzz.com  Houseizze.com

Improvementizze.com  Improvementzz.com  IndoorCategories.com  InformationCategories.com
InformationCEO.com  Informizze.com  Interiorizze.com  informationizze.com  ISeeBusinesses.com
ISeeListings.com
 
Jobizze.com   JoblistingCEO.com  JoblistingsCEO.com  JobsFH.com
 
Legalzz.com  Leisureizze.com  LifeCategories.com  Lifecies.com  LifeInterestCategories.com  Lifeizze.com
LifestyleCategories.com  Lifestyleizze.com  Linkizze.com  Listingceo.com  ListingsCEO.com  ListingsLand.com
ListingsSpotlight.com 
Listingzz.com  Listizze.com

LocalAdvertised.com  LocalAnnounced.com  LocalBrandAdvertising.com  LocalBranded.com
LocalBrowsed.com   LocalBundled.com 
LocalBusinessesHQ.com  LocalCategories.com
LocalCentralized.com  LocalCouponed.com  LocalDailyHQ.com  LocalDigitalGuide.com
LocalDigitalHQ.com  LocalDigitalized.com  LocalDiscovered.com 
LocalDisplayed.com
LocalHyperLocal.com  LocalInformed.com  Localizzed.com  LocalLatest.com  LocalLifestyled.com
LocalLiked.com   LocalLived.com  LocalMarketed.com 
LocalMostPopular.com  LocalMostRecent.com
LocalNetworked.com 
LocalNiched.com  LocalOrganized.com  LocalPartnered.com  LocalPosted.com
LocalPromoted.com
 
LocalQuickLinks.com   LocalShowcased.com  LocalStorefronts.com
LocaltoNational.com
 
Locals101.com  LocalsAds.com  LocalsAdvertised.com  LocalsAdvertising.com  LocalsAnnounced.com
LocalsAnnouncements.com  LocalsBranded.com  LocalsBrowsed.com  LocalsBundled.com  LocalsBusiness.com
LocalsBusinesses.com  LocalsCategories.com  LocalsCentralized.com  LocalsDaily.com  LocalsDigitalized.com
LocalsDiscovered.com  LocalsDisplayed.com  LocalServiced.com  LocalsEvented.com  LocalsEveryday.com
LocalsExplored.com  LocalsFeatured.com  LocalsFollowed.com  LocalsHighlighted.com 
LocalsHQ.com
LocalsInformation.com   LocalsOnformed.com   LocalsLand.com  LocalsLifestyled.com  LocalsLiked.com
Localslinked.com  LocalsListed.com  LocalsListings.com  LocalsLived.com  LocalsMarketed.com
LocalsNetworked.com  LocalsOrganized.com  LocalsPartnered.com  LocalsPosted.com
LocalsPostings.com  LocalSpotlighted.com  LocalsPromoted.com  LocalsQuickLinks.com  LocalsRepairs.com
LocalsRerviced.com   LocalServices.com  LocalsShowcased.com  LocalsSmallBiz.com
LocalsStart.com  LocalsStorefronts.com  LocalsWeekly.com
 

Localzz101.com  Localzz360.com  Localzz365.com  LocalzzAdvertised.com  LocalzzAdvertising.com
LocalzzAnnounced.com  LocalzzBrowsed.com  LocalzzBundled.com  LocalzzBusiness.com  LocalzzCareers.com
LocalzzCategories.com  LocalzzDaily.com  LocalzzDigital.com  LocalzzDining.com  LocalzzDirectory.com
LocalzzDiscovered.com  LocalzzDisplayed.com  LocalzzEmployed.com  LocalzzEvented.com
LocalzzEveryday.com  LocalzzExplored.com  LocalzzFeatured.com  LocalzzFollowed.com 
LocalzzHQ.com
LocalzzInformation.com  LocalzzLifestyle.com  LocalzzLifestyled.com  LocalzzLiked.com
LocalzzListed.com  LocalzzListings.com  LocalzzLived.com  LocalzzLiving.com  LocalzzLocal.com
LocalzzMarketed.com  LocalzzMarketing.com  LocalzzNow.com  LocalzzOrganized.com  LocalzzPartnered.com
LocalzzPosted.com  LocalzzPostings.com  LocalzzPromoted.com  LocalzzShowcased.com  LocalzzStorefronts.com
LocalzzToday.com  LocalzzTravel.com  LocalzzVsitors.com  LocalzzWeekly.com

Lunchezz.com  Lunchizze.com  Lunchzz.com
 
Marizze.com  MarketplaceCEO.com  Marketplaceizze.com  MarketplaceLand.com  Mealizze.com  Menuizze.com

NationAdvertised.com  NationalCategories.com  NationaltoLocal.com  NationAnnounced.com  NationBranded.com
NationBrowsed.com  NationBundled.com  NationCategories.com  NationCentralized.com  NationDigitalized.com
NationDiscovered.com  NationDisplayed.com  NationEvented.com  NationExplored.com  NationFeatured.com
NationFollowed.com  NationHighlighted.com  NationHired.com  NationHoused.com   NationInformed.com
Nationizze.com  NationLifestyled.com  NationLiked.com  NationListed.com  NationLived.com  NationMarketed.com
NationNetworked.com  NationOrganized.com  NationPartnered.com  NationPosted.com  NationPromoted.com
NationShowcased.com  NationStorefronts.com  Nationwidezz.com  Nicheizze.com
Nichezz.com  Nightlifezz.com  Nightoutzz.com

Northland101.com  Northland360.com  Northland365.com  Northlandads.com  NorthlandAdvertised.com
NorthlandAnnounced.com  NorthlandBranded.com  NorthlandBrowsed.com  NorthlandBundled.com
NorthlandBusinesses.com  NorthlandCategories.com  NorthlandClassifieds.com  NorthlandCoupon.com
NorthlandDaily.com  NorthlandDeal.com  NorthlandCentralized.com  NorthlandDigitalized.com
NorthlandDiscovered.com  NorthlandDisplayed.com  NorthlandEvented.com  NorthlandEvents.com
NorthlandFeatured.com  NorthlandEveryday.com  NorthlandExplored.com  NorthlandFollowed.com
NorthlandHappenings.com  NorthlandHighlighted.com  NorthlandHQ.com  NorthlandInformation.com
NorthlandInformed.com   Northlandizze.com  NorthlandLatest.com  NorthlandLife.com  NorthlandLifestyled.com
NorthlandLiked.com  NorthlandLinked.com  NorthlandLinks.com  NorthlandListed.com  NorthlandListings.com
NorthlandLive.com  NorthlandLived.com  NorthlandLocal.com  NorthlandMarketed.com  NorthlandMarketplace.com
NorthlandNetworked.com  NorthlandOrganized.com  NorthlandPartnered.com  NorthlandPosted.com
NorthlandPostings.com  NorthlandPromoted.com  NorthlandRepairs.com  NorthlandServiced.com
NorthlandShowcased.com  NorthlandStorefronts.com  NorthlandToday.com 
Northlandzz.com

 

Organicizze.com  Organiczz.com  OutdoorCategories.com  Outdoorizze.com 

 

Petizze.com  Postingzz.com  Postizze.com  Productzz.com  Professionalizze.com   Professionalzz.com
ProjecCategories.com  Projectizze.com  Promoizze.com

RegionAdvertised.com  Regionalizze.com  RegionBranded.com  RegionBrowsed.com  RegionBundled.com
RegionCategories.com  RegionCentralized.com  RegionDiscovered.com  RegionDisplayed.com
RegionExplored.com  RegionFollowed.com  RegionHighlighted.com  RegionLifestyled.com  RegionLiked.com
RegionListed.com  RegionLived.com  RegionMarketed.com  RegionNetworked.com  RegionOrganized.com
RegionPartnered.com  RegionPosted.com  RegionPromoted.com  RegionShowcased.com  RegionStorefronts.com
Regionzz.com  RemodelCategories.com  Repairizze.com  Repairzz.com  RemodelCategories.com  Remodelizze.com
RennovationCategories.com  RenovationCategories.com  RepairCategories.co m  RepairCEO.com
Repairizze.com  RepairsCEO.com  Restaurantizze.com  Restaurantzz.com  RetailerCEO.com
RetailersCEO.com  Retailerzz.com Retailizze.com

Saveizze.com  SavingsLand.com  Savingzz.com  SeeBusinesses.com  ServiceCategories.com 
Serviceizze.com
ServicesCEO.com  ServicesFH.com  Servicezz.com  Simpleizze.com  SmallBusinessezz.com  SmallBusinessize.com
SmallBusinessizze.com  SMBListings.com  Solutionizze.com  Spotlightizze.com 
Spotlightzz.com

StateAdvertised.com  StateAnnounced.com  StateBrowsed.com  StateCategories.com  StateDisplayed.com
StateEvented.com  StateFeatured.com  StateFollowed.com  StateHighlighted.com  StateHoused.com
StateInformed.com  Stateizze.com  StateLifestyled.com  StateLived.com  StateMarketed.com  StatePartnered.com
StatePromoted.com  StateStorefronts.com 
Statezz.com  StorefrontCEO.com  Storefrontizze.com
StorefrontsCEO.com  Storefrontizze.com 
Storefrontzz.com

Todayizze.com  TodaysHQ.com  Travelizze.com  Tripizze.com

USAAdvertised.com  USAAdvertisers.com  USAAnnounced.com  USABrowsed.com  USABundled.com
USACategories.com  USACentralized.com  USACouponed.com  USADiscovered.com  USADisplayed.com
USAEvented.com  USAFeatured.com  USAFixed.com USAFollowed.com  USAHappenings.com
USAHighlighted.com  USAHoused.com  USAHyperLocal.com  USAInformed.com  USAizze.com  USALifestyled.com
USALiked.com  USALived.com  USAMarketed.com  USANetworked.com  USAOrganized.com  USAPartnered.com
USAPromoted.com  USARemodeled.com  USARepaired.com  USAServiced.com  USAShowcased.com
USASpotlighted.com  USASpotlights.com  USAStorefronts.com 
 
Vacationizze.com  Vacationzz.com  Visitorizze.com  Visitorzz.com

Weekizze.com  WeeklyAdzz.com  WeeklyCategories.com  WeeklyHQ.com  Weeklyzz.com

YardCategories.com