27:
262:
and
Trinity Ventures. The following year, CrowdFlower raised $ 20 million in a venture capital round led by Industry Ventures and included Salesforce Ventures, Canvas Ventures, Microsoft Ventures, and Trinity Ventures. The company announced its international expansion with an office in Israel in
290:
In June 2012, the company released version 2.0 of its Real Time Foto
Moderator which checks photographs for adult or inappropriate content. The new version included two different "rule sets" to determine appropriate photos including a stricter rule set and one that is more flexible. The update also
184:, a crowdsourcing internet marketplace, they encouraged others to participate in their experimentation through the site Facestat. They collected 20 million assessments of people's faces within three months and began to add queries for companies needing data such as event listing site Zvents and
319:
Figure Eight held TrainAI, a conference held in San
Francisco. In 2017, the company launched AI for Everyone at the TrainAI conference. AI For Everyone is a contest run by Figure Eight for non-profit ventures and scientific research that aims to improve society by awarding $ 1 million in prize
195:
which it outgrew in nine months. They felt the name
Dolores Labs was too research-oriented and sounded like experimentation, so the company was renamed CrowdFlower. In 2009, CrowdFlower held an official launch at the TechCrunch50 conference. A sleek logo replaced its previous mint-eating alligator.
155:
Figure Eight technology uses human intelligence to do simple tasks such as transcribing text or annotating images to train machine learning algorithms. Figure Eight's software automates tasks for machine learning algorithms, which can be used to improve catalog search results, approve photos or
239:
In 2011, CrowdFlower raised a Series B funding round that totaled $ 9.3 million and included investor
Harmony Venture Partners. The company's Series C funding, which closed in September 2014, totaled $ 12.5 million. In 2014, CrowdFlower was named Best in Show at FinovateFall.
196:
The company moved to its third office in the
Mission in early 2010. The name Dolores Labs was adopted by Dan Scholnick of Trinity Ventures who turned the name and previous office space into a co-working and startup incubator space.
315:
Machine
Learning. In May 2017, CrowdFlower released an enhancement for its Computer Vision software, announced during the Train AI conference, designed to simplify and speed up the process of annotating images.
320:
money that will go toward projects using AI. Six winners have been announced as of
February 2018 to projects ranging from computer vision for cancer research to natural language processing for hate speech.
291:
added an option for moderators to specify why a photo is rejected. That same year, Parse partnered with CrowdFlower to add photo moderation to its backend services designed for mobile app development.
270:. That same year, it received AWS Machine Learning Competency status from Amazon Web Services. In 2018, CrowdFlower was included on the Forbes list of 100 Companies Leading the Way in A.I.
943:
297:
In 2015, CrowdFlower AI launched at the Rich Data Summit. The AI platform combines machine learning and human-labeled training data to create data sets used for predictive models.
887:
294:
In
November 2014, CrowdFlower announced that it was releasing support for eight new languages crowds to its platform, making twelve available language crowds at the time.
156:
support customers and the technology can be used in the development of self-driving cars, intelligent personal assistants and other technology that uses machine learning.
180:. They found a need for temporary workers doing simple tasks that could not be automated. After experimenting with pictures and questions related to them on
323:
The company was a
Machine Learning Competency Partner in Amazon's AWS Machine Learning Partner Solutions program. Figure Eight works with companies such as
855:
560:
901:
1044:
958:
300:
In 2015, CrowdFlower announced the Data For Everyone initiative, which included a collection of data sets available to researchers and entrepreneurs.
259:
762:
443:
719:
177:
68:
1024:
704:
1049:
510:
545:
660:
1039:
282:
in March 2019 for $ 300 million. In 2020, Appen announced that it had "successfully transitioned all former Figure Eight assets."
984:
1029:
642:
254:, and staff research engineer at Google, Pete Warden. That same year, it raised a $ 10 million Series D funding round led by
1054:
606:
929:
915:
627:
531:
841:
733:
414:
777:
493:
791:
1019:
564:
747:
689:
827:
674:
468:
585:
661:"How All 7 of This Year's FinovateFall Best of Show Winners Hit the Mark With Innovation and Utility"
79:
873:
1034:
944:"CrowdFlower "AI for Everyone" Challenge Announces Winners and Opens Applications for Next Round"
149:
41:
888:"CrowdFlower partnership with Microsoft brings power of 'human-in-the-loop' to machine learning"
1014:
690:"CrowdFlower announces a scientific advisory board as it works to combine AI and crowdsourcing"
181:
874:"CrowdFlower Launches Open Data Project Covering Everything From Climate Change To #ThatDress"
856:"CrowdFlower raises $ 10 million from Microsoft and others to bring A.I. to data science"
191:
Dolores Labs, initially in a loft space in the Mission District briefly moved to an office on
217:
415:"Founder of $ 111 million startup CrowdFlower: I'm forever grateful to Travis Kalanick"
243:
The company established a scientific advisory board in 2016, which made up of entrepreneur
813:
388:
311:
partnered with CrowdFlower in October 2016 to create a "human-in-the-loop" platform using
8:
255:
216:
users donated their time by checking for accuracy through the app Give Work. After the
489:
389:"CrowdFlower raises $ 10M to combine artificial intelligence with crowdsourced labor"
251:
185:
176:
Originally called Dolores Labs, the company was founded in 2007 by Lukas Biewald and
142:
959:"AWS launches new partner programs for networking and machine learning specialists"
368:
145:
37:
720:"AI-augmented crowdsourcing company CrowdFlower raises $ 20M for enterprise push"
483:
312:
279:
192:
160:
106:
705:"Microsoft Ventures invests in Comfy smart building app and CrowdFlower AI tech"
101:
1008:
340:
278:
The company raised $ 58 million in venture capital and was acquired by
930:"Top 5 AI Challenges For Startups & Programmers To Participate In 2018"
828:"Parse Adds Crowdflower's Photo Moderation To Its Mobile Backend Services"
842:"CrowdFlower's Data Enrichment Platform Now Supports Eight New Languages"
244:
221:
643:"CrowdFlower raises $ 12.5M to deliver better data for better models"
308:
763:"Introducing the Inaugural AWS Machine Learning Competency Partners"
546:"Mercury News interview: Lukas Biewald, co-founder/CEO, CrowdFlower"
26:
332:
324:
266:
CrowdFlower was named to the 2017 list of Cool Vendors released by
561:"Samasource / CrowdFlower iPhone App Helps Refugees Fight Poverty"
814:"CrowdFlower's Photo Moderation Tool Gets A Little More Flexible"
348:
336:
267:
205:
902:"CrowdFlower Announces Next Generation Computer Vision Solution"
607:"Samasource and CrowdFlower in Haiti: Rebuilding After a Crisis"
117:
364:
352:
344:
328:
248:
213:
481:
985:"CrowdFlower Combines Crowdsourcing and Machine Intelligence"
224:
to help Haitians find work through the application GiveWork.
209:
586:"Crowdsourcing the Haiti Relief | The CrowdFlower Blog"
628:"Lukas Biewald and Chris Van Pelt, Founders of Crowdflower"
360:
356:
232:
Founders Lukas Biewald and Chris Van Pelt were included on
469:"CrowdFlower CO-Founder Lukas Biewald Becomes CEO (Again)"
916:"How artificial intelligence might help achieve the SDGs"
675:"CrowdFlower Raises $ 20 Million to Bloom AI Adoption"
792:"Appen Offers Fully Integrated Figure Eight Solution"
956:
482:Louis E. Boone, David L. Kurtz (January 1, 2012).
441:
778:"These 100 Companies Are Leading the Way in A.I."
1006:
982:
508:
760:
303:
775:
444:"Machine Learning Needs A Human-In-The-Loop"
702:
412:
386:
717:
687:
640:
25:
1045:Software companies disestablished in 2019
957:Lardinois, Frederic (November 28, 2017).
437:
435:
227:
526:
524:
273:
204:In 2009, the company provided work for
1025:Software companies established in 2007
1007:
784:
558:
163:in March 2019 for $ 300 million.
511:"Dolores Labs' Frivolous Inspiration"
432:
1050:2019 disestablishments in California
532:"Recreating a Culture of Innovation"
521:
442:Bridgwater, Adrian (March 7, 2016).
408:
406:
485:Contemporary Marketing, 2013 Update
461:
13:
761:Joseph Spisak (28 November 2017).
588:. Blog.crowdflower.com. 2010-01-29
563:. Readwriteweb.com. Archived from
199:
14:
1066:
1040:2007 establishments in California
983:Zakrzewski, Cat (June 12, 2017).
734:"CrowdFlower expands into Israel"
509:Victoria Barret (13 March 2009).
403:
380:
1030:Companies based in San Francisco
776:Nicolas Rapp (28 January 2018).
413:Bort, Julie (October 15, 2017).
220:, CrowdFlower again worked with
171:
152:company based in San Francisco.
976:
950:
936:
922:
908:
894:
880:
866:
848:
834:
820:
806:
769:
754:
748:"And the 2017 Cool Vendors Are"
740:
736:. PR Newswire. 25 October 2016.
726:
711:
696:
681:
667:
653:
634:
620:
599:
578:
688:Anthony Ha (6 November 2016).
552:
538:
502:
475:
1:
1055:2019 mergers and acquisitions
609:. Huffington Post. 2010-03-19
374:
285:
387:Ha, Anthony (June 7, 2016).
159:The company was acquired by
7:
718:Kyt Dotson (12 June 2017).
703:Todd Bishop (6 June 2016).
559:Oshiro, Dana (2009-10-13).
10:
1071:
304:Partners and collaboration
236:30 Under 30 list in 2010.
212:who completed microtasks;
166:
112:
100:
90:
80:San Francisco, California
74:
62:
47:
33:
24:
16:American software company
182:Amazon's Mechanical Turk
989:The Wall Street Journal
150:artificial intelligence
42:artificial intelligence
794:. Appen. 16 April 2020
1020:Outsourcing companies
247:, founder and CEO of
228:Funding and expansion
218:2010 Haiti earthquake
488:. Cengage Learning.
274:Sale and dissolution
830:. 18 December 2012.
133:(formerly known as
92:Number of employees
21:
946:. 30 January 2018.
932:. 7 February 2018.
256:Microsoft Ventures
51:December 2007
19:
252:Anthony Goldbloom
143:human-in-the-loop
128:
127:
20:Figure Eight Inc.
1062:
1000:
999:
997:
995:
980:
974:
973:
971:
969:
954:
948:
947:
940:
934:
933:
926:
920:
919:
912:
906:
905:
898:
892:
891:
884:
878:
877:
870:
864:
863:
852:
846:
845:
838:
832:
831:
824:
818:
817:
810:
804:
803:
801:
799:
788:
782:
781:
773:
767:
766:
758:
752:
751:
744:
738:
737:
730:
724:
723:
722:. Silicon Angle.
715:
709:
708:
700:
694:
693:
685:
679:
678:
671:
665:
664:
657:
651:
650:
641:Derrick Harris.
638:
632:
631:
624:
618:
617:
615:
614:
603:
597:
596:
594:
593:
582:
576:
575:
573:
572:
556:
550:
549:
548:. 20 April 2012.
542:
536:
535:
528:
519:
518:
506:
500:
499:
479:
473:
472:
471:. 22 March 2012.
465:
459:
458:
456:
454:
439:
430:
429:
427:
425:
419:Business Insider
410:
401:
400:
398:
396:
384:
369:American Express
146:machine learning
124:
121:
119:
58:
56:
38:Machine learning
29:
22:
18:
1070:
1069:
1065:
1064:
1063:
1061:
1060:
1059:
1005:
1004:
1003:
993:
991:
981:
977:
967:
965:
955:
951:
942:
941:
937:
928:
927:
923:
914:
913:
909:
900:
899:
895:
886:
885:
881:
876:. 3 March 2015.
872:
871:
867:
854:
853:
849:
840:
839:
835:
826:
825:
821:
816:. 21 June 2012.
812:
811:
807:
797:
795:
790:
789:
785:
774:
770:
759:
755:
746:
745:
741:
732:
731:
727:
716:
712:
701:
697:
686:
682:
677:. 13 June 2017.
673:
672:
668:
659:
658:
654:
639:
635:
626:
625:
621:
612:
610:
605:
604:
600:
591:
589:
584:
583:
579:
570:
568:
557:
553:
544:
543:
539:
530:
529:
522:
507:
503:
496:
480:
476:
467:
466:
462:
452:
450:
440:
433:
423:
421:
411:
404:
394:
392:
385:
381:
377:
313:Microsoft Azure
306:
288:
276:
260:Canvas Ventures
230:
202:
200:Disaster relief
193:Valencia Street
174:
169:
116:
93:
86:
82:
67:
54:
52:
17:
12:
11:
5:
1068:
1058:
1057:
1052:
1047:
1042:
1037:
1035:Data companies
1032:
1027:
1022:
1017:
1002:
1001:
975:
949:
935:
921:
907:
893:
879:
865:
862:. 7 June 2016.
847:
833:
819:
805:
783:
768:
753:
739:
725:
710:
695:
680:
666:
652:
633:
619:
598:
577:
551:
537:
520:
501:
494:
474:
460:
431:
402:
378:
376:
373:
305:
302:
287:
284:
275:
272:
263:October 2016.
229:
226:
201:
198:
186:O'Reilly Media
178:Chris Van Pelt
173:
170:
168:
165:
126:
125:
114:
110:
109:
104:
98:
97:
94:
91:
88:
87:
84:
78:
76:
72:
71:
69:Chris Van Pelt
64:
60:
59:
49:
45:
44:
35:
31:
30:
15:
9:
6:
4:
3:
2:
1067:
1056:
1053:
1051:
1048:
1046:
1043:
1041:
1038:
1036:
1033:
1031:
1028:
1026:
1023:
1021:
1018:
1016:
1015:Crowdsourcing
1013:
1012:
1010:
990:
986:
979:
964:
960:
953:
945:
939:
931:
925:
917:
911:
903:
897:
889:
883:
875:
869:
861:
857:
851:
843:
837:
829:
823:
815:
809:
793:
787:
779:
772:
764:
757:
749:
743:
735:
729:
721:
714:
706:
699:
692:. TechCrunch.
691:
684:
676:
670:
662:
656:
648:
644:
637:
629:
623:
608:
602:
587:
581:
567:on 2012-01-01
566:
562:
555:
547:
541:
533:
527:
525:
516:
512:
505:
497:
495:9781133710455
491:
487:
486:
478:
470:
464:
449:
445:
438:
436:
420:
416:
409:
407:
391:. Tech Crunch
390:
383:
379:
372:
370:
366:
362:
358:
354:
350:
346:
342:
341:Cisco Systems
338:
334:
330:
326:
321:
317:
314:
310:
301:
298:
295:
292:
283:
281:
271:
269:
264:
261:
257:
253:
250:
246:
241:
237:
235:
225:
223:
219:
215:
211:
207:
197:
194:
189:
187:
183:
179:
172:Establishment
164:
162:
157:
153:
151:
147:
144:
140:
136:
132:
123:
120:.figure-eight
115:
111:
108:
105:
103:
99:
95:
89:
85:United States
81:
77:
73:
70:
66:Lukas Biewald
65:
61:
50:
46:
43:
39:
36:
32:
28:
23:
992:. Retrieved
988:
978:
966:. Retrieved
962:
952:
938:
924:
910:
896:
882:
868:
859:
850:
836:
822:
808:
796:. Retrieved
786:
771:
756:
750:. June 2017.
742:
728:
713:
698:
683:
669:
655:
646:
636:
622:
611:. Retrieved
601:
590:. Retrieved
580:
569:. Retrieved
565:the original
554:
540:
514:
504:
484:
477:
463:
451:. Retrieved
447:
422:. Retrieved
418:
393:. Retrieved
382:
322:
318:
307:
299:
296:
293:
289:
277:
265:
242:
238:
233:
231:
203:
190:
175:
158:
154:
138:
135:Dolores Labs
134:
131:Figure Eight
130:
129:
75:Headquarters
963:Tech Crunch
860:Venturebeat
798:10 November
707:. GeekWire.
245:Barney Pell
139:CrowdFlower
1009:Categories
647:gigaom.com
613:2018-06-06
592:2012-01-31
571:2012-01-31
375:References
286:Technology
222:Samasource
994:April 13,
968:April 13,
453:April 13,
424:April 13,
395:April 13,
309:Microsoft
780:Fortune.
333:Facebook
325:Autodesk
206:refugees
141:) was a
96:500–1000
34:Industry
349:Mozilla
337:Twitter
268:Gartner
167:History
113:Website
63:Founder
55:2007-12
53: (
48:Founded
765:. AWS.
515:Forbes
492:
448:Forbes
365:Toyota
353:VMware
345:GitHub
329:Google
249:Kaggle
234:Inc.'s
214:iPhone
102:Parent
280:Appen
210:Kenya
161:Appen
107:Appen
996:2018
970:2018
800:2021
490:ISBN
455:2018
426:2018
397:2018
367:and
361:Etsy
357:eBay
148:and
122:.com
40:and
208:in
118:www
1011::
987:.
961:.
858:.
645:.
523:^
513:.
446:.
434:^
417:.
405:^
371:.
363:,
359:,
355:,
351:,
347:,
343:,
339:,
335:,
331:,
327:,
258:,
188:.
137:,
83:,
998:.
972:.
918:.
904:.
890:.
844:.
802:.
663:.
649:.
630:.
616:.
595:.
574:.
534:.
517:.
498:.
457:.
428:.
399:.
57:)
Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.