1 files changed, 31 insertions, 31 deletions
diff --git a/site/content/pages/datasets/lfw/assets/lfw_commercial_use.csv b/site/content/pages/datasets/lfw/assets/lfw_commercial_use.csv
index 70e2fdeb..a2a4b39c 100644
--- a/site/content/pages/datasets/lfw/assets/lfw_commercial_use.csv
+++ b/site/content/pages/datasets/lfw/assets/lfw_commercial_use.csv
@@ -1,44 +1,44 @@
 "name_display","company_url","example_url","country","description"
-"Aratek","http://www.aratek.co/","","China","Biometric sensors for telecom, civil identification, finance, education, POS, and transportation"
-"Asaphus","https://asaphus.de/","","Germany","Face recognition for home appliances and autonomous vehicles interaction"
-"Aureus","https://cyberextruder.com/biometric-face-recognition-software-use-cases/","","USA","Retail loss prevention solutions, biometric access control, law enforcement and safe city applications, gaming and hospitality applications"
+"Aratek","http://www.aratek.co/"," ","China","Biometric sensors for telecom, civil identification, finance, education, POS, and transportation"
+"Asaphus","https://asaphus.de/"," ","Germany","Face recognition for home appliances and autonomous vehicles interaction"
+"Aureus","https://cyberextruder.com/biometric-face-recognition-software-use-cases/"," ","USA","Retail loss prevention solutions, biometric access control, law enforcement and safe city applications, gaming and hospitality applications"
 "Baidu","http://research.baidu.com/institute-of-deep-learning/","https://www.newscientist.com/article/2113176-chinese-tourist-town-uses-face-recognition-as-an-entry-pass/","China","Retail payment, transportation, civil identification"
-"Betaface","https://www.betaface.com/","","Germany","Web advertising and entertainment, video surveillance, security software, b2b software"
-"Yi+AI","http://www.dress-plus.com/solution","","China","Scenario-based advertising, real-time personalized recommendation, character recognition for ads placement"
-"CM-CV&AR","http://www.cloudminds.com/","","USA","Human augmented robot intelligence"
-"Samtech","http://samtechinfonet.com/products_frs.php","","India","Facilities management, infrastructure support"
-"ColorReco","http://www.colorreco.com/","","China","Face login verification, online payment security verification, access control system identity authentication and face recognition lock, mobile payment, driver fatigue recognition, virtual makeup"
+"Betaface","https://www.betaface.com/"," ","Germany","Web advertising and entertainment, video surveillance, security software, b2b software"
+"Yi+AI","http://www.dress-plus.com/solution"," ","China","Scenario-based advertising, real-time personalized recommendation, character recognition for ads placement"
+"CM-CV&AR","http://www.cloudminds.com/"," ","USA","Human augmented robot intelligence"
+"Samtech","http://samtechinfonet.com/products_frs.php"," ","India","Facilities management, infrastructure support"
+"ColorReco","http://www.colorreco.com/"," ","China","Face login verification, online payment security verification, access control system identity authentication and face recognition lock, mobile payment, driver fatigue recognition, virtual makeup"
 "CloudWalk","www.cloudwalk.cn/","https://qz.com/africa/1287675/china-is-exporting-facial-recognition-to-africa-ensuring-ai-dominance-through-diversity/","China","Security and law enforcement. Being deployed in Zimbabwe"
-"Cylltech","http://www.cylltech.com.cn/","","China","Conference management, social assistance, civil access, media orientation, precision marketing, scenic intelligence, tourism management"
+"Cylltech","http://www.cylltech.com.cn/"," ","China","Conference management, social assistance, civil access, media orientation, precision marketing, scenic intelligence, tourism management"
 "Dahua-FaceImage","https://www.dahuasecurity.com/","https://www.dahuasecurity.com/solutions/solutionsbyapplication/23","China","Public security, public access control, finance"
-"Daream","http://www.daream.com","","China","Fatigue and distraction detection for autonomous vehicles"
-"Deepmark","https://deepmark.ru/","","Russia","Workplace access control"
-"Easen Electron","http://www.easen-electron.com","","China","Face recognition door locks for automobiles"
-"Ever AI","https://ever.ai/","","USA","Law enforcement, smart cities, surveillance, building security, retail, payments, autonomous vehicles, grocery stores, enhanced marketing"
-"Facebook (Face.com)","https://en.wikipedia.org/wiki/Face.com","","USA","Sold to facebook in 2012, and now incorporated into DeepFace"
-"Face++","https://www.faceplusplus.com/","","China","Audience engagement analysis, interactive marketing, gaming, photo album processing, security for mobile payments"
-"Faceall","http://www.faceall.cn/index.en.html","","China","Internet banking, insurance, automated surveillance, access control, photo refinement, avatar creation"
-"Faceter","https://faceter.io","","USA","Workforce attendence reporting and analytics, home video surveillance, retail customer behavior, GPU mining compatible"
-"Facevisa","http://www.facevisa.com","","China","Face detection, face key point positioning, living body certification, facial attribute analysis"
-"Fujitsu R&D","https://www.fujitsu.com/cn/en/about/local/subsidiaries/frdc/","","Japan","Consumer cameras"
-"SenseTime","https://www.sensetime.com/","","Hong Kong","Surveillance, access control, image retrieval, and automatic log-on for personal computer or mobile devices"
+"Daream","http://www.daream.com"," ","China","Fatigue and distraction detection for autonomous vehicles"
+"Deepmark","https://deepmark.ru/"," ","Russia","Workplace access control"
+"Easen Electron","http://www.easen-electron.com"," ","China","Face recognition door locks for automobiles"
+"Ever AI","https://ever.ai/"," ","USA","Law enforcement, smart cities, surveillance, building security, retail, payments, autonomous vehicles, grocery stores, enhanced marketing"
+"Facebook (Face.com)","https://en.wikipedia.org/wiki/Face.com"," ","USA","Sold to facebook in 2012, and now incorporated into DeepFace"
+"Face++","https://www.faceplusplus.com/"," ","China","Audience engagement analysis, interactive marketing, gaming, photo album processing, security for mobile payments"
+"Faceall","http://www.faceall.cn/index.en.html"," ","China","Internet banking, insurance, automated surveillance, access control, photo refinement, avatar creation"
+"Faceter","https://faceter.io"," ","USA","Workforce attendence reporting and analytics, home video surveillance, retail customer behavior, GPU mining compatible"
+"Facevisa","http://www.facevisa.com"," ","China","Face detection, face key point positioning, living body certification, facial attribute analysis"
+"Fujitsu R&D","https://www.fujitsu.com/cn/en/about/local/subsidiaries/frdc/"," ","Japan","Consumer cameras"
+"SenseTime","https://www.sensetime.com/"," ","Hong Kong","Surveillance, access control, image retrieval, and automatic log-on for personal computer or mobile devices"
 "Turing Robot","http://www.tuling123.com/","http://biz.turingos.cn/home","China","Emotion recognition and analysis for robots and toys, chatbots and digital assistants"
 "NEC","https://www.nec.com/en/press/201407/global_20140716_01.html","https://arxiv.org/abs/1212.6094","Japan","Law enforcement, event crowd monitoring, used specificallfy by Metropolitan police in UK"
-"Aurora","http://auroracs.co.uk/","","UK","Face recognition in airports for security, queue management, x-ray divestment tray linkage"
+"Aurora","http://auroracs.co.uk/"," ","UK","Face recognition in airports for security, queue management, x-ray divestment tray linkage"
 "VisionLabs","https://visionlabs.ai/","https://venturebeat.com/2016/07/07/russian-facial-recognition-startup-visionlabs-raises-5-5m-after-partnering-with-facebook-and-google/","Russia","Video surveillance, banking and finance, customer authentication for retail"
-"Yunshitu","http://yunshitu.cn","","China","Security, Internet, broadcasting and other industries"
-"Glasssix","http://www.glasssix.com/","","China","School attendance, workforce monitoring"
+"Yunshitu","http://yunshitu.cn"," ","China","Security, Internet, broadcasting and other industries"
+"Glasssix","http://www.glasssix.com/"," ","China","School attendance, workforce monitoring"
 "Hisign","http://www.hisign.com.cn/en-us/index.aspx","https://www.bloomberg.com/research/stocks/private/snapshot.asp?privcapId=52323181","China","Criminal investigation information application, and financial big data risk prevention and control products in China"
 "icarevision","http://www.icarevision.cn","https://www.bloomberg.com/research/stocks/private/snapshot.asp?privcapId=306707800","China","Video surveillance"
 "IntelliVision","https://www.intelli-vision.com/facial-recognition/","https://www.bloomberg.com/profiles/companies/0080393D:US-intellivision-technologies-corp","USA","Smart homes and buildings, smart security, smart city, smart retail, Smart auto"
 "Meiya Pico","https://meiyapico.com/","https://www.bloomberg.com/research/stocks/private/snapshot.asp?privcapId=117577345","China","Digital forensics and information security products and services in China"
 "Orion Star","https://www.ainirobot.com/#sixthPage","https://www.prnewswire.com/news-releases/orionstar-wins-challenge-to-recognize-one-million-celebrity-faces-with-artificial-intelligence-300494265.html","China","Face recognition for robots and livestream video censoring"
-"Pegatron","http://www.pegatroncorp.com","","China","Workforce attendance"
+"Pegatron","http://www.pegatroncorp.com"," ","China","Workforce attendance"
 "PingAn AI Lab","http://www.pingan.com/","https://www.biometricupdate.com/201703/ping-an-technology-developing-ai-face-recognition-technology-with-record-results","China","Financial services, lending"
-"ReadSense","http://www.readsense.ai/","","China","Access control, traffic analysis, crowd analysis, head counting, drone vision, home appliances, community surveillance, custom attention analysis"
-"sensingtech","www.sensingtech.com.cn","","China","Workplace entrypoint authentication"
-"TCIT","http://www.tcit-us.com/?p=4023","","Taiwan","Retail analytics, workplace access control"
-"TerminAI","terminai.com","","China","Smart office, smart city, smart gym, smart medical, smart community"
-"Uni-Ubi","http://uni-ubi.com/","","China","Facial recognition for education, business, community, construction"
-"Tencent YouTu Lab","http://bestimage.qq.com/","","China","Consumer applications for automatic facial beauty"
-"Yuntu WiseSight","http://www.facelab.cn/","","China","Intrusion alarm, access control, access control, electronic patrol, and network alarm. detect suspicious personnel, real-name authentication, and public security, customs, airports, railways and other government security agencies, electronic patrol"
-\ No newline at end of file
+"ReadSense","http://www.readsense.ai/"," ","China","Access control, traffic analysis, crowd analysis, head counting, drone vision, home appliances, community surveillance, custom attention analysis"
+"sensingtech","www.sensingtech.com.cn"," ","China","Workplace entrypoint authentication"
+"TCIT","http://www.tcit-us.com/?p=4023"," ","Taiwan","Retail analytics, workplace access control"
+"TerminAI","terminai.com"," ","China","Smart office, smart city, smart gym, smart medical, smart community"
+"Uni-Ubi","http://uni-ubi.com/"," ","China","Facial recognition for education, business, community, construction"
+"Tencent YouTu Lab","http://bestimage.qq.com/"," ","China","Consumer applications for automatic facial beauty"
+"Yuntu WiseSight","http://www.facelab.cn/"," ","China","Intrusion alarm, access control, access control, electronic patrol, and network alarm. detect suspicious personnel, real-name authentication, and public security, customs, airports, railways and other government security agencies, electronic patrol"
+\ No newline at end of file