[{"data":1,"prerenderedAt":248},["ShallowReactive",2],{"project-42584896":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":41,"post_text":43,"what":44,"said":64,"maker_in_thread":125,"shape":127,"grid":132,"attempts":206,"same_week":211,"maker_shows":38,"maker_hidden":240,"reader_version":241,"card":242},"42584896","DeepFace","A lightweight deep face recognition library for Python","title","Show HN: DeepFace – A lightweight deep face recognition library for Python","https:\u002F\u002Fgithub.com\u002Fserengil\u002Fdeepface","github.com","serengil",1735905784,2025,257,46,227,3837,6,"legend","ai","face recognition library","library",[24,25,26,27,28],"facial recognition","python","face embeddings","age detection","deep learning","curious",0.136,{"positive":32,"neutral":18,"mixed":33,"critical":34},3,0,2,11,{"docs":37,"performance":39,"execution":40},{"positive":38,"critical":38},1,{"positive":33,"critical":33},{"positive":38,"critical":33},[42,38,33,33,33,32,33,42,32,32,32,32,32,33,33,33,33,33,33,33,33,33,33,33,38,42],5,"DeepFace is a leading open-source library for facial recognition and facial attribute analysis, and the de facto standard in Python. It wraps multiple state-of-the-art models that have reached — and even surpassed — human-level accuracy in recognizing faces.\n\nBy the numbers (as of early 2025): 15,000+ stars on GitHub; ~4 million installations via pip; 800+ citations in academic papers\n\nWhether you're building a cutting-edge AI project or simply exploring facial recognition, DeepFace makes advanced capabilities accessible with just a few lines of code.",{"problem":45,"audience":51,"pricing":55,"motivation":55,"time_to_build":55,"stack":56,"openness":61,"stage":62,"team_size":63},{"value":46,"source":47,"evidence":48},"Face recognition, detection, and facial attribute analysis in Python","maker",[49],{"id":50},"post",{"value":52,"source":47,"evidence":53},"Python developers building facial recognition projects",[54],{"id":50},null,[57],{"value":58,"source":47,"evidence":59},"Python",[60],{"id":50},"open_source","launched","unknown",{"praise":65,"objections":78,"requests":115,"questions":116,"alternatives":124},[66,74],{"value":67,"source":68,"evidence":69},"Easy to use with a good readme and docs","commenter",[70],{"id":71,"by":72,"text":73},"42607822","bishes","Love this package. has a bunch of functions for most face recognition, detection and feature extraction purposes. love the readme.md docs for familiarizing with the basic…",{"value":75,"source":68,"evidence":76},"Offers multiple backend models for the same task",[77],{"id":71,"by":72,"text":73},[79,90,101,108],{"value":80,"source":68,"evidence":81},"Age estimation is unreliable, especially for occluded or angled photos and older people",[82,86],{"id":83,"by":84,"text":85},"42612141","barrkel","It depends on the quality of the image. It's most accurate for a square head-on photo, like a passport photo, and can be wildly off for occluded or angled photos. It's more…",{"id":87,"by":88,"text":89},"42608291","Refusing23","i would assume it CAN Be accurate if people 'look their age' but of course you can easily have someone who looks younger or older than their age that skews the overall etimate",{"value":91,"source":68,"evidence":92},"Ethical concerns about facial recognition and privacy",[93,97],{"id":94,"by":95,"text":96},"42609389","highcountess","Quite curious how no one ever talks about “responsible use of facial recognition” or policies to control the use of facial recognition, as it totally pervades and destroys the…",{"id":98,"by":99,"text":100},"42609555","liamYC","How do you measure positive and negative societal impact of this technology? I find mobile phone face unlock so useful, giving every citizen the power to use face recognition…",{"value":102,"source":68,"evidence":103},"Post reads like ChatGPT-written text",[104],{"id":105,"by":106,"text":107},"42610205","maximilianthe1","This looks very similar to what ChatGPT would write",{"value":109,"source":68,"evidence":110},"Built-in cultural bias in gender and emotion attributes",[111],{"id":112,"by":113,"text":114},"42613144","isodev","There is the EU AI Act which heavily regulates the use of facial recognition, but I feel that we as “the people in tech who makes these things” should be a lot more conservative…",[],[117],{"value":118,"source":68,"evidence":119},"How accurate is age detection for people who look younger or older than their age?",[120],{"id":121,"by":122,"text":123},"42607760","aussieguy1234","how accurate is the age detection? i.e. lets say you have someone who looks much younger than their age, would this model be able to detect the persons actual age?",[],{"comments":33,"answered":33,"key":126},[],{"commenters":128,"max_depth":129,"maker_replies":33,"first_comment_mins":130,"lifespan_hours":131},23,4,3847,101,[133,135,137,141,145,148,151,154,158,159,163,164,165,168,171,173,176,179,182,186,188,190,193,196,199,201],[71,33,42,134,72,33],"project\u002Fpositive\u002Fdocs",[105,38,38,136,106,33],"project\u002Fcritical\u002Fdocs",[138,38,33,139,140,33],"42615475","commenter\u002Fneutral\u002Fnone","PyWoody",[142,34,33,143,144,33],"42609050","other\u002Fneutral\u002Fnone","rahimnathwani",[146,34,33,143,147,33],"42611779","woodson",[149,32,32,150,84,33],"42612178","project\u002Fneutral\u002Fperformance",[152,129,33,143,153,33],"42609446","theanonymousone",[155,42,42,156,157,33],"42609891","project\u002Fpositive\u002Fexecution","babayega2",[121,18,32,150,122,33],[160,18,32,161,162,33],"42608092","project\u002Fneutral\u002Fdocs","ted_dunning",[87,18,32,150,88,33],[83,18,32,150,84,33],[166,18,32,150,167,33],"42612245","michaelt",[169,18,33,139,170,33],"42613833","bangaladore",[98,172,33,143,99,33],7,[174,172,33,143,175,33],"42609679","TheRealQueequeg",[177,172,33,143,178,33],"42624399","unhappy_meaning",[94,180,33,181,95,33],8,"other\u002Fneutral\u002Fprivacy",[183,180,33,184,185,33],"42609856","commenter\u002Fneutral\u002Fprivacy","planb",[187,180,33,143,113,33],"42613337",[189,180,33,139,185,33],"42615586",[191,180,33,181,192,33],"42610885","DrillShopper",[194,180,33,143,195,33],"42616738","Clubber",[197,180,33,184,198,33],"42612761","qchris",[112,180,38,200,113,33],"project\u002Fcritical\u002Fnone",[202,203,42,204,205,33],"42607582",9,"maker\u002Fpositive\u002Fnone","bn-l",[207,208],{"id":4,"t":12,"points":14,"comments":15},{"id":209,"t":210,"points":38,"comments":33},"49872023",1790553283,[212,217,222,227,232,236],{"id":213,"name":214,"points":215,"category":216},"42634787","Atlas of Space",770,"learning_science",{"id":218,"name":219,"points":220,"category":221},"42624116","Tramway SDK",660,"games",{"id":223,"name":224,"points":225,"category":226},"42585009","Pimosa",526,"creative",{"id":228,"name":229,"points":230,"category":231},"42635942","Stagehand",326,"dev_tools",{"id":233,"name":234,"points":235,"category":231},"42600586","CSS Flexbox Playground",315,{"id":237,"name":238,"points":239,"category":231},"42623593","HipScript",309,false,"v2",{"id":243,"name":5,"line":6,"ai":240,"cat":20,"year":13,"points":14,"comments":15,"rec":29,"s":244,"top":18,"kw":245,"maker":11,"domain":10,"tier":19,"attempts":34,"strip":246,"url":9,"mix":247,"praise":67,"objection":80,"sub":21},42584896,0.14,[24,25,26,27,28],"51000305333330000000000015",[32,18,33,34],1793991108827]