[{"data":1,"prerenderedAt":290},["ShallowReactive",2],{"project-14982359":3},{"id":4,"name":5,"line":6,"line_source":7,"title":8,"url":9,"domain":5,"maker":10,"posted_at":11,"year":12,"points":13,"comments":14,"rank_in_year":15,"shown_in_year":16,"top":17,"tier":18,"category":19,"subcategory":20,"format":21,"keywords":22,"reception":27,"sentiment":28,"stance_mix":29,"scored_comments":33,"aspects":34,"strip":42,"post_text":43,"what":44,"said":64,"maker_in_thread":155,"shape":157,"grid":162,"attempts":251,"same_week":252,"maker_shows":31,"maker_hidden":282,"reader_version":283,"card":284},"14982359","tenso.rs","Play rock-paper-scissors against your computer via webcam, neural nets","title","Show HN: Play rock-paper-scissors against your computer via webcam, neural nets","https:\u002F\u002Ftenso.rs\u002Fdemos\u002Frock-paper-scissors\u002F","antimatter15",1502388073,2017,196,33,168,2242,8,"notable","ai","browser neural network demo","web_app",[23,24,25,26],"rock paper scissors","webcam","neural network","browser machine learning","curious",-0.024,{"positive":30,"neutral":31,"mixed":32,"critical":30},5,11,1,22,{"performance":35,"idea":38,"execution":40,"docs":41},{"positive":36,"critical":37},0,3,{"positive":39,"critical":36},2,{"positive":37,"critical":39},{"positive":36,"critical":36},[32,30,37,37,37,37,37,37,36,37,36,36,36,36,36,32,37,37,36,36,36,32,36,37,32,30,36,32,37,30,30,37,30],null,{"problem":43,"audience":43,"pricing":43,"motivation":43,"time_to_build":43,"stack":45,"openness":61,"stage":62,"team_size":63},[46,54],{"value":47,"source":48,"evidence":49},"TensorFire","commenter",[50],{"id":51,"by":52,"text":53},"14984841","marknadal","This is insanely impressive, huge shout out to the TensorFire team!",{"value":55,"source":48,"evidence":56},"WebRTC (getUserMedia) in Chrome",[57],{"id":58,"by":59,"text":60},"14986513","photojosh","Correct. There's no support for getUserMedia(). We've done some WebRTC stuff using Chrome. Super excited for iOS 11 where it'll be available (and High Sierra too, but that's not…","unknown","launched","team",{"praise":65,"objections":82,"requests":113,"questions":132,"alternatives":140},[66],{"value":67,"source":48,"evidence":68},"Impressive and cool demo",[69,73,74,78],{"id":70,"by":71,"text":72},"14985926","QuercusMax","Yup. It's still a super cool demo though.",{"id":51,"by":52,"text":53},{"id":75,"by":76,"text":77},"14985189","cdelsolar","this is an awesome awesome demo =)",{"id":79,"by":80,"text":81},"14982991","wpovell","So cool! I can't wait for this to be released.",[83,98,105],{"value":84,"source":48,"evidence":85},"Misclassifies hand signs at a noticeable rate",[86,90,94],{"id":87,"by":88,"text":89},"14986506","joshribakoff","Seems to be mis interpreting my hand signals around 5-10% of the time. The little icon flickers rapidly between correct hand signal & the \"face\" icon, and I tried holding my hand…",{"id":91,"by":92,"text":93},"14995648","uptownfunk","I'm getting a really high misclassification rate on what it says I'm throwing. Cute idea, but didn't work for me..",{"id":95,"by":96,"text":97},"14985490","chrismorgan","I love it when I win because it misinterpreted my paper as scissors.",{"value":99,"source":48,"evidence":100},"Delay lets user switch choice and always win",[101],{"id":102,"by":103,"text":104},"14984958","stustustu","Does anyone else notice that there is enough of a delay for you to switch your choice after the computers choice is displayed allowing you to get a 100% win rate.",{"value":106,"source":48,"evidence":107},"Does not work in Safari (no getUserMedia support)",[108,112],{"id":109,"by":110,"text":111},"14986051","perryprog","> Unfortunalely, your browser doesn't support accessing your webcam. This is in Safari — is this really the case? I'm not a web dev, so I don't really know, but AFAIK Safari can…",{"id":58,"by":59,"text":60},[114,125],{"value":115,"source":48,"evidence":116},"Add YOLO, SqueezeDet or SSD+MobileNet models",[117,121],{"id":118,"by":119,"text":120},"14983827","ldenoue","Looking forward to a YOLO or SqueezeDet or SSD+MobileNet version!",{"id":122,"by":123,"text":124},"14984573","awilkie","+1 for YOLO model being added. Awesome work guys!",{"value":126,"source":48,"evidence":127},"Share training data and sample code",[128],{"id":129,"by":130,"text":131},"15003194","ozgung","Where can I find the training data\u002Fsample code for training a similar rock-paper-scissors network myself?",[133],{"value":134,"source":48,"evidence":135},"Why does it show only a red box in latest Chrome",[136],{"id":137,"by":138,"text":139},"15013760","atmartin","Why is it just a red box in the latest chrome? https:\u002F\u002Fpuu.sh\u002FxaaCh\u002Fcae3f64840.png",[141,148],{"value":142,"source":48,"evidence":143},"Sign language learning projects",[144],{"id":145,"by":146,"text":147},"14997861","saamm","If you'll suffer a shameless plug, a friend and I made an (imperfect) ASL learning project at TAMUHack one year. If you're interested: https:\u002F\u002Fgithub.com\u002Fssaamm\u002Fsign-language-tutor",{"value":149,"source":48,"evidence":150},"NYT rock-paper-scissors AI game",[151],{"id":152,"by":153,"text":154},"14983635","Aissen","It reminded me of http:\u002F\u002Fwww.nytimes.com\u002Finteractive\u002Fscience\u002Frock-paper-scissors.html a game illustrating how simple AIs strategy(er, algorithms)) can win in well over of 50% of…",{"comments":36,"answered":36,"key":156},[],{"commenters":158,"max_depth":159,"maker_replies":36,"first_comment_mins":160,"lifespan_hours":161},32,6,63,101,[163,165,167,171,174,177,180,183,186,190,193,195,197,200,203,206,207,210,214,217,219,222,224,228,231,232,235,239,241,243,246,248,249],[102,36,32,164,103,36],"project\u002Fcritical\u002Fperformance",[70,36,30,166,71,36],"project\u002Fpositive\u002Fidea",[168,32,37,169,170,36],"14983625","project\u002Fneutral\u002Fidea","manifestsilence",[172,32,37,169,173,36],"14983726","follo",[175,32,37,169,176,36],"14983979","pawelos",[178,32,37,169,179,36],"14984379","burkaman",[181,32,37,169,182,36],"14984568","blacksmith_tb",[184,32,37,169,185,36],"14986727","quickthrower2",[187,32,36,188,189,36],"14988324","commenter\u002Fneutral\u002Fnone","Oras",[191,32,37,169,192,36],"14993478","RepressedEmu",[145,32,36,194,146,36],"other\u002Fneutral\u002Fnone",[196,32,36,188,192,36],"15008841",[198,39,36,194,199,36],"14990130","wst_",[201,39,36,194,202,36],"14990302","triplesec",[204,39,36,194,205,36],"14990322","waqf",[95,37,32,164,96,36],[87,208,37,209,88,36],4,"project\u002Fmixed\u002Fperformance",[211,30,37,212,213,36],"14984538","project\u002Fneutral\u002Fperformance","JoshTriplett",[215,159,36,194,216,36],"14984782","dankohn1",[152,218,36,194,153,36],7,[220,218,36,194,221,36],"14985836","viridian",[137,17,32,223,138,36],"project\u002Fcritical\u002Fexecution",[225,226,36,194,227,36],"14992933",9,"cbanek",[129,229,37,230,130,36],10,"maker\u002Fneutral\u002Fdocs",[91,31,32,164,92,36],[75,233,30,234,76,36],12,"project\u002Fpositive\u002Fexecution",[236,237,36,194,238,36],"14987722",13,"rpsrobot",[109,240,32,223,110,36],14,[58,240,37,242,59,36],"maker\u002Fneutral\u002Fexecution",[51,244,30,245,52,36],15,"maker\u002Fpositive\u002Fexecution",[79,247,30,166,80,36],16,[118,247,37,242,119,36],[122,250,30,245,123,36],17,[],[253,258,263,268,273,277],{"id":254,"name":255,"points":256,"category":257},"15017126","howacarworks.com",845,"creative",{"id":259,"name":260,"points":261,"category":262},"14997799","BarbBlock",614,"security_privacy",{"id":264,"name":265,"points":266,"category":267},"15000947","Mathcha",358,"dev_tools",{"id":269,"name":270,"points":271,"category":272},"14980075","Kozmos",197,"productivity",{"id":274,"name":275,"points":276,"category":267},"14984167","Crackle",114,{"id":278,"name":279,"points":280,"category":281},"15022158","One hostname",111,"infrastructure",false,"v2",{"id":285,"name":5,"line":6,"ai":282,"cat":19,"year":12,"points":13,"comments":14,"rec":27,"s":286,"top":17,"kw":287,"maker":10,"domain":5,"tier":18,"attempts":36,"strip":288,"url":9,"mix":289,"praise":67,"objection":84,"sub":20},14982359,-0.02,[23,24,25,26],"153333330300000133000103150135535",[30,31,32,30],1794036558068]