[{"data":1,"prerenderedAt":187},["ShallowReactive",2],{"project-27738232":3},{"id":4,"name":5,"line":6,"line_source":7,"title":8,"url":9,"domain":10,"maker":11,"posted_at":12,"year":13,"points":14,"comments":15,"rank_in_year":16,"shown_in_year":17,"top":18,"tier":19,"category":20,"subcategory":21,"format":22,"keywords":23,"reception":29,"sentiment":30,"stance_mix":31,"scored_comments":35,"aspects":36,"strip":39,"post_text":41,"what":42,"said":75,"maker_in_thread":111,"shape":120,"grid":123,"attempts":150,"same_week":151,"maker_shows":33,"maker_hidden":179,"reader_version":180,"card":181},"27738232","Lego Brick Scanner","open-source Boilerplate","title","Show HN: Lego Brick Scanner – open-source Boilerplate","https:\u002F\u002Fgithub.com\u002FGistNoesis\u002FBrickRegistration","github.com","GistNoesis",1625494541,2021,154,11,317,2533,13,"notable","ai","synthetic training data","library",[24,25,26,27,28],"lego brick recognition","synthetic data","pybullet","brick registration","neural network training data","curious",0.071,{"positive":32,"neutral":33,"mixed":34,"critical":34},1,4,0,5,{"docs":37,"idea":38},{"positive":34,"critical":34},{"positive":34,"critical":34},[34,34,34,35,40,40,34,40,40,34,34],3,null,{"problem":43,"audience":51,"pricing":41,"motivation":59,"time_to_build":41,"stack":64,"openness":72,"stage":73,"team_size":74},{"value":44,"source":45,"evidence":46},"Lack of labeled Lego brick data for training neural networks","commenter",[47],{"id":48,"by":49,"text":50},"27741085","nemesisj","I am working on a LEGO sorter project, and getting access to labeled data to train my neural network is a real pain. Would love to see if your dataset could be of use!",{"value":52,"source":53,"evidence":54},"Developers training neural networks on Lego brick images","inferred",[55,56],{"id":48,"by":49,"text":50},{"id":57,"by":11,"text":58},"27738339","I saw Brickit on HN friday https:\u002F\u002Fnews.ycombinator.com\u002Fitem?id=27693560 and played with replicating the technology this week-end just for fun. It renders virtual legos stacks in…",{"value":60,"source":61,"evidence":62},"Replicating Brickit technology for fun over a weekend","maker",[63],{"id":57,"by":11,"text":58},[65,69],{"value":66,"source":53,"evidence":67},"Python",[68],{"id":57,"by":11,"text":58},{"value":26,"source":61,"evidence":70},[71],{"id":57,"by":11,"text":58},"open_source","prototype","unknown",{"praise":76,"objections":81,"requests":89,"questions":97,"alternatives":102},[77],{"value":78,"source":45,"evidence":79},"Dataset of labeled Lego bricks would help training",[80],{"id":48,"by":49,"text":50},[82],{"value":83,"source":45,"evidence":84},"Unclear what brick registration means",[85],{"id":86,"by":87,"text":88},"27741966","afro88","> This project is a tool to generate synthetic 3d scenes for toying with bricks registration. I'm out of the lego brick scanning loop. What is \"bricks registration\"?",[90],{"value":91,"source":45,"evidence":92},"Suggestion to build a lego version of an image or 3D model",[93],{"id":94,"by":95,"text":96},"27743481","dumbfounder","Next step is to take a picture or 3D model of some object and come up with a lego version of it.",[98],{"value":99,"source":45,"evidence":100},"What is bricks registration?",[101],{"id":86,"by":87,"text":88},[103],{"value":104,"source":45,"evidence":105},"Brickit",[106,110],{"id":107,"by":108,"text":109},"27739678","mattdeboard","this project is inspired by a project that does literally exactly what you just posted https:\u002F\u002Fbrickit.app\u002F",{"id":57,"by":11,"text":58},{"comments":40,"answered":32,"key":112},[113,114,117],{"id":57,"text":58},{"id":115,"text":116},"27745273","Thanks for posting the original thread ! Good idea ! I'll add a back-link.",{"id":118,"text":119},"27745330","That's an interesting project. Maybe there are some similar project in Minecraft.",{"commenters":121,"max_depth":33,"maker_replies":40,"first_comment_mins":15,"lifespan_hours":122},9,18,[124,126,130,131,133,135,138,139,142,143,147],[57,34,34,125,11,32],"project\u002Fneutral\u002Fnone",[127,34,34,128,129,34],"27740953","commenter\u002Fneutral\u002Fnone","ChrisArchitect",[115,34,34,128,11,32],[48,34,35,132,49,34],"project\u002Fpositive\u002Fnone",[86,32,40,134,87,34],"project\u002Fneutral\u002Fdocs",[94,136,40,137,95,34],2,"project\u002Fneutral\u002Fidea",[118,136,34,128,11,32],[140,40,40,137,141,34],"27739570","normcoreashore",[107,40,40,137,108,34],[144,40,34,145,146,34],"27741883","other\u002Fneutral\u002Fdesign","corndoge",[148,40,34,145,149,34],"27742387","darkteflon",[],[152,157,162,167,171,175],{"id":153,"name":154,"points":155,"category":156},"27739568","Feed Me Up Scotty",509,"productivity",{"id":158,"name":159,"points":160,"category":161},"27749497","Side Quest",401,"web_saas",{"id":163,"name":164,"points":165,"category":166},"27710948","Napkin",158,"infrastructure",{"id":168,"name":169,"points":170,"category":156},"27697286","Less Addictive YouTube",140,{"id":172,"name":173,"points":170,"category":174},"27731787","acid-tabs-extension","dev_tools",{"id":176,"name":177,"points":178,"category":161},"27698322","VisaWhen",104,false,"v2",{"id":182,"name":5,"line":6,"ai":179,"cat":20,"year":13,"points":14,"comments":15,"rec":29,"s":183,"top":18,"kw":184,"maker":11,"domain":10,"tier":19,"attempts":34,"strip":185,"url":9,"mix":186,"praise":78,"objection":83,"sub":21},27738232,0.07,[24,25,26,27,28],"00053303300",[32,33,34,34],1794036608677]