{"id":37258,"date":"2019-10-31T22:16:37","date_gmt":"2019-10-31T19:16:37","guid":{"rendered":"https:\/\/prohoster.info\/blog\/ai-pomogaet-izuchat-zhivotnyh-afriki\/"},"modified":"2019-10-31T22:16:37","modified_gmt":"2019-10-31T19:16:37","slug":"ai-pomogaet-izuchat-zhivotnyh-afriki","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/ai-pomogaet-izuchat-zhivotnyh-afriki","title":{"rendered":"AI ndihmon n\u00eb studimin e kafsh\u00ebve t\u00eb Afrik\u00ebs","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><img decoding=\"async\" alt=\"AI ndihmon n\u00eb studimin e kafsh\u00ebve t\u00eb Afrik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/08\/82b43b50b9151dc37248828567759026.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Nga \u00e7do \u00e7ajnik elektrik i lidhur me internetin, mund t\u00eb d\u00ebgjoni se si AI fiton ndaj lojtar\u00ebve profesionist\u00eb, ofron mund\u00ebsi t\u00eb reja p\u00ebr teknologjit\u00eb e vjetra dhe vizaton mace t\u00eb vogla sipas skic\u00ebs tuaj. Megjithat\u00eb, p\u00ebr at\u00eb se si mendja machine kujdeset p\u00ebr mjedisin, flitet m\u00eb pak. Cloud4Y vendosi ta rregulloj\u00eb k\u00ebt\u00eb injoranc\u00eb.<\/p>\n<p>T\u00eb flasim p\u00ebr projektet m\u00eb interesante q\u00eb po realizohen n\u00eb Afrik\u00eb.<\/i><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h4>DeepMind ndjek tufat e Serengeti<\/h4>\n<p>\n<img decoding=\"async\" alt=\"AI ndihmon n\u00eb studimin e kafsh\u00ebve t\u00eb Afrik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/08\/88f215edfe1e62e14170b4c784462b42.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nGjat\u00eb 10 viteve t\u00eb fundit, biolog\u00ebt, ekolog\u00ebt dhe mbrojt\u00ebsit e voluntar\u00ebve t\u00eb burimeve natyrore n\u00eb kuad\u00ebr t\u00eb programit t\u00eb K\u00ebrkimit mbi Lluan\u00ebt e Serengeti kan\u00eb mbledhur dhe analizuar t\u00eb dh\u00ebna nga qindra kamera t\u00eb terrenit, t\u00eb vendosura n\u00eb Parkun Komb\u00ebtar Serengeti (Tanzani). Kjo \u00ebsht\u00eb e nevojshme p\u00ebr t\u00eb studiuar sjelljen e disa llojeve t\u00eb kafsh\u00ebve, t\u00eb cil\u00ebve u kanoset rreziku. P\u00ebr t\u00eb p\u00ebrpunuar informacionin, duke studiuar demografin\u00eb, l\u00ebvizjet dhe tregues t\u00eb tjer\u00eb t\u00eb aktivitetit t\u00eb kafsh\u00ebve, vullnetar\u00ebt kaluan nj\u00eb vit t\u00eb t\u00ebr\u00eb. AI DeepMind tashm\u00eb po e kryen k\u00ebt\u00eb pun\u00eb p\u00ebr 9 muaj.<\/p>\n<p>DeepMind \u00ebsht\u00eb nj\u00eb kompani britanike q\u00eb zhvillon teknologji t\u00eb inteligjenc\u00ebs artificiale. N\u00eb vitin 2014, ajo u ble nga Alphabet. Duke p\u00ebrdorur nj\u00eb set t\u00eb dh\u00ebnash<noindex><a rel=\"nofollow\" href=\"https:\/\/www.nature.com\/articles\/sdata201526\"> Snapshot Serengeti<\/a><\/noindex> p\u00ebr t\u00eb trajnuar modelin e inteligjenc\u00ebs artificiale, grupi shkencor arriti rezultate t\u00eb shk\u00eblqyera: <noindex><a rel=\"nofollow\" href=\"https:\/\/www.deepmind.com\/blog\/article\/using-machine-learning-to-accelerate-ecological-research\">AI DeepMind<\/a><\/noindex> mund t\u00eb zbuloj\u00eb, identifikoj\u00eb dhe llogarit\u00eb kafsh\u00ebt africane n\u00eb fotografi, duke b\u00ebr\u00eb pun\u00ebn e tij 3 muaj m\u00eb shpejt. Pse kjo \u00ebsht\u00eb e r\u00ebnd\u00ebsishme, shpjegojn\u00eb punonj\u00ebsit e DeepMind:<\/p>\n<blockquote><p>\u00abSerengeti \u00ebsht\u00eb nj\u00eb nga vendet e fundit t\u00eb mbetura n\u00eb bot\u00eb ku ndodhet nj\u00eb komunitet i paprekur i gjitar\u00ebve t\u00eb m\u00ebdhenj\u2026 Nd\u00ebrsa nd\u00ebrhyrja njer\u00ebzore p\u00ebrreth parkut b\u00ebhet m\u00eb e intensifikuar, k\u00ebto lloje duhet t\u00eb ndryshojn\u00eb sjelljen e tyre p\u00ebr t\u00eb mbijetuar. Rritja e bujq\u00ebsis\u00eb, k\u00ebrkesa ilegale p\u00ebr kafsh\u00eb dhe anomalit\u00eb klimatike kontribuojn\u00eb n\u00eb ndryshimet n\u00eb sjelljen e kafsh\u00ebve dhe dinamik\u00ebn e popullsis\u00eb, por k\u00ebto ndryshime kan\u00eb ndodhur n\u00eb shkall\u00eb hap\u00ebsinore dhe kohore q\u00eb \u00ebsht\u00eb e v\u00ebshtir\u00eb t\u00eb kontrollohet me metodat tradicionale t\u00eb k\u00ebrkimit\u00bb.<\/p><\/blockquote>\n<p> Pse inteligjenca artificiale punon m\u00eb efektivisht se biologjikja? Ka disa arsye p\u00ebr k\u00ebt\u00eb.<\/p>\n<ul>\n<li><b>P\u00ebrdoren m\u00eb shum\u00eb fotografi<\/b>. Q\u00eb nga instalimi, kamerat e terrenit kan\u00eb kapur disa qindra milion imazhe. Jo t\u00eb gjitha prej tyre jan\u00eb t\u00eb lehta p\u00ebr t'u njohur, prandaj vullnetar\u00ebt duhet t\u00eb identifikojn\u00eb manualisht speciet me nj\u00eb mjet n\u00eb internet t\u00eb quajtur Zooniverse. Aktualisht, n\u00eb baz\u00ebn e t\u00eb dh\u00ebnave ka 50 lloje t\u00eb ndryshme, por p\u00ebrpunimi i t\u00eb dh\u00ebnave \u00ebsht\u00eb shum\u00eb i gjat\u00eb. Si rezultat, jo t\u00eb gjitha fotografit\u00eb jan\u00eb t\u00eb p\u00ebrfshira n\u00eb pun\u00eb.<\/li>\n<li><b>Njohja e shpejt\u00eb e specieve<\/b>. Kompania pret pret se sistemi i saj i paraprakisht i trajnuar, i cili shum\u00eb shpejt do t\u00eb p\u00ebrdoret n\u00eb terren, mund t\u00eb funksionoj\u00eb n\u00eb nj\u00eb nivel t\u00eb ngjash\u00ebm (apo edhe m\u00eb mir\u00eb) me annotator\u00ebt njer\u00ebzor\u00eb duke mbajtur mend dhe duke njohur m\u00eb shum\u00eb se nj\u00ebqind lloje kafsh\u00ebsh q\u00eb jetojn\u00eb n\u00eb rajon.<\/li>\n<li><b>Pajisje t\u00eb lira<\/b>. AI DeepMind \u00ebsht\u00eb n\u00eb gjendje t\u00eb funksionoj\u00eb n\u00eb m\u00ebnyr\u00eb efektive me pajisje \"modeste\" me qasje t\u00eb paqart\u00eb n\u00eb internet, gj\u00eb q\u00eb \u00ebsht\u00eb ve\u00e7an\u00ebrisht e r\u00ebnd\u00ebsishme p\u00ebr kontinentin afrikan, ku nj\u00eb kompjuter i fuqish\u00ebm dhe nj\u00eb qasje e shpejt\u00eb n\u00eb internet mund t\u00eb jen\u00eb shkat\u00ebrruese p\u00ebr natyr\u00ebn dhe jashtzakonisht t\u00eb shtrenjta p\u00ebr t'u vendosur. Siguria biologjike dhe kursimi i fondeve jan\u00eb avantazhe t\u00eb r\u00ebnd\u00ebsishme t\u00eb AI p\u00ebr aktivist\u00ebt ekologjik\u00eb.<\/li>\n<\/ul>\n<p>\n<img decoding=\"async\" alt=\"AI ndihmon n\u00eb studimin e kafsh\u00ebve t\u00eb Afrik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/08\/77260f0edb0af627c89794fe86a9c551.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nPritet q\u00eb sistemi i m\u00ebsimit t\u00eb makinave DeepMind t\u00eb jet\u00eb n\u00eb gjendje jo vet\u00ebm t\u00eb ndjek\u00eb n\u00eb detaje sjelljen dhe shp\u00ebrndarjen e popullsis\u00eb, por gjithashtu t\u00eb ofroj\u00eb t\u00eb dh\u00ebnat mjaft shpejt, n\u00eb m\u00ebnyr\u00eb q\u00eb mbrojt\u00ebsit e ambientit t\u00eb mund t\u00eb reagojn\u00eb n\u00eb koh\u00eb ndaj ndryshimeve afatshkurtra n\u00eb sjelljen e kafsh\u00ebve n\u00eb Serengeti.<\/p>\n<h4>Microsoft monitoron elefant\u00ebt<\/h4>\n<p>\n<img decoding=\"async\" alt=\"AI ndihmon n\u00eb studimin e kafsh\u00ebve t\u00eb Afrik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/08\/c6d1e9ad1ff62951ab137897a659d48d.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nP\u00ebr t'u dh\u00ebn\u00eb drejt\u00ebsi, DeepMind nuk \u00ebsht\u00eb kompani e vetme q\u00eb \u00ebsht\u00eb angazhuar p\u00ebr t\u00eb shp\u00ebtuar popullatat e brishta t\u00eb kafsh\u00ebve t\u00eb egra. Microsoft gjithashtu ka kontribuar n\u00eb Santa Cruz me startup-in e saj <noindex><a rel=\"nofollow\" href=\"http:\/\/conservationmetrics.com\/\">Conservation Metrics<\/a><\/noindex>, i cili p\u00ebrdor AI p\u00ebr t\u00eb monitoruar elefant\u00ebt afrikan\u00eb t\u00eb savan\u00ebs. <\/p>\n<p>Startup-i n\u00eb kuad\u00ebr t\u00eb Projektit Elephant Listening Project, me ndihm\u00ebn e laboratorit t\u00eb Universitetit Cornell, ka zhvilluar nj\u00eb sistem t\u00eb aft\u00eb p\u00ebr t\u00eb mbledhur dhe analizuar t\u00eb dh\u00ebna nga sensor\u00ebt akustik\u00eb t\u00eb shp\u00ebrndara n\u00eb t\u00eb gjith\u00eb Parkun Komb\u00ebtar Nouabale-Ndoki dhe zonat pyjore p\u00ebrreth n\u00eb Republik\u00ebn e Kongos. Inteligjenca artificiale njeh n\u00eb regjistrimet z\u00ebrin e elefant\u00ebve \u2014 tingujt e ul\u00ebt q\u00eb ata p\u00ebrdorin p\u00ebr komunikim me nj\u00ebri-tjetrin dhe merr informacion mbi numrin e er\u00ebs dhe drejtimin e l\u00ebvizjes s\u00eb saj. Sipas Matthew McCown, drejtorit ekzekutiv t\u00eb Conservation Metrics, inteligjenca artificiale \u00ebsht\u00eb n\u00eb gjendje t\u00eb identifikoj\u00eb me sakt\u00ebsi individ\u00eb t\u00eb ve\u00e7ant\u00eb t\u00eb kafsh\u00ebve, t\u00eb cil\u00ebt \u00ebsht\u00eb e pamundur t'i shoh\u00ebsh nga ajri. <\/p>\n<p>Interesting, thanks to this project, a machine learning algorithm was developed, trained on Snapshot Serengeti, which can identify, describe and count <noindex><a rel=\"nofollow\" href=\"https:\/\/www.pnas.org\/content\/115\/25\/E5716\">jet\u00ebn e eg\u00ebr<\/a><\/noindex> me nj\u00eb sakt\u00ebsi prej 96.6%.<\/p>\n<h4>TrailGuard Resolve paralajm\u00ebron p\u00ebr brakonier\u00ebt<\/h4>\n<p>\n<center><div class=\"youtube-placeholder\" data-id=\"yYY0Jg0qGH0\" onclick=\"loadVideo(this)\">\r\n        <img decoding=\"async\" src=\"https:\/\/img.youtube.com\/vi\/yYY0Jg0qGH0\/hqdefault.jpg\" alt=\"Luaj videon\" loading=\"lazy\" width=\"480\" height=\"360\" style=\"width:100%;height:auto;\">\r\n        <div class=\"play-button\"><\/div>\r\n    <\/div><\/center><br \/>\nNj\u00eb kamer\u00eb inteligjente e bazuar n\u00eb Intel p\u00ebrdor AI p\u00ebr t\u00eb mbrojtur kafsh\u00ebt e egra n\u00eb Afrik\u00eb q\u00eb jan\u00eb n\u00eb rrezik t\u00eb zhdukjes. Karakteristika e k\u00ebsaj sistemi \u00ebsht\u00eb se ajo paralajm\u00ebron p\u00ebr p\u00ebrpjekjet e paligjshme p\u00ebr t\u00eb vrar\u00eb kafsh\u00ebt p\u00ebrpara se ato t\u00eb ndodhin. <\/p>\n<p>Kamerat e vendosura n\u00eb territorin e parkut p\u00ebrdorin procesorin e vizionit kompjuterik Intel (Movidius Myriad 2), i cili \u00ebsht\u00eb n\u00eb gjendje t\u00eb zbuloj\u00eb kafsh\u00ebt, njer\u00ebzit dhe mjetet n\u00eb koh\u00eb reale, duke lejuar q\u00eb rojet e parkut t\u00eb ndalojn\u00eb brakonier\u00ebt para se ata t\u00eb b\u00ebjn\u00eb d\u00ebme.<\/p>\n<p>Teknologjia e re, e krijuar nga Resolve, premton t\u00eb jet\u00eb m\u00eb efikase n\u00eb krahasim me sensor\u00ebt tradicionale t\u00eb zbulimit. Kamerat anti-brakonier p\u00ebrdorin l\u00ebvizjen vet\u00ebm p\u00ebr t\u00eb zgjuar kamer\u00ebn dhe d\u00ebrgojn\u00eb paralajm\u00ebrime vet\u00ebm kur shohin njer\u00ebz n\u00eb kad\u00ebr. Kjo do t\u00eb thot\u00eb se do t\u00eb ket\u00eb ndjesh\u00ebm m\u00eb pak alarmesh false. <\/p>\n<p>P\u00ebrve\u00e7 k\u00ebsaj, kamera Resolve praktikisht nuk konsumon energji n\u00eb m\u00ebnyr\u00eb prit\u00ebse dhe mund t\u00eb punoj\u00eb deri n\u00eb nj\u00eb vit e gjysm\u00eb pa u rikarikuar. Me fjal\u00eb t\u00eb tjera, stafi i parkut nuk do t\u00eb duhet t\u00eb rrezikoj\u00eb sigurin\u00eb e tij aq shpesh sa m\u00eb par\u00eb. Vet\u00eb kamera \u00ebsht\u00eb e madh\u00ebsis\u00eb s\u00eb nj\u00eb pencil, q\u00eb redukton probabilitetin q\u00eb brakonier\u00ebt ta zbulojn\u00eb at\u00eb.<\/p>\n<p><b>\u00c7far\u00eb tjet\u00ebr mund t\u00eb lexoni n\u00eb blog <noindex><a rel=\"nofollow\" href=\"https:\/\/www.cloud4y.ru\/?utm_source=habr&amp;utm_medium=referral&amp;utm_campaign=article\">Cloud4Y<\/a><\/noindex><\/b><\/p>\n<p>\u2192 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/post\/460627\/\">vGPU \u2014 nuk mund t\u00eb injorohet<\/a><\/noindex><br \/>\n\u2192 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/cloud4y\/blog\/461697\/\">Inteligjenca e birr\u00ebs \u2014 AI shpik birr\u00eb<\/a><\/noindex><br \/>\n\u2192 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/post\/461713\/\">4 m\u00ebnyra p\u00ebr t\u00eb kursyer n\u00eb backupet n\u00eb re<\/a><\/noindex><br \/>\n\u2192 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/post\/462151\/\">5 distribucione m\u00eb t\u00eb mira t\u00eb Kubernetes<\/a><\/noindex><br \/>\n\u2192 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/post\/460129\/\">Robot\u00ebt dhe fragaria: si AI rrit rendimentin e fushave<\/a><\/noindex><\/p>\n<p>Abonohuni n\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/t.me\/cloud4y\">Telegram<\/a><\/noindex>-kanali, p\u00ebr t\u00eb mos humbur artikullin tjet\u00ebr! Ne shkruajm\u00eb jo m\u00eb shpesh se dy her\u00eb n\u00eb jav\u00eb dhe vet\u00ebm p\u00ebr \u00e7\u00ebshtje t\u00eb r\u00ebnd\u00ebsishme.<br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/cloud4y\/blog\/464155\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0418\u0437 \u043b\u044e\u0431\u043e\u0433\u043e \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u0447\u0430\u0439\u043d\u0438\u043a\u0430, \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0451\u043d\u043d\u043e\u0433\u043e \u043a \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0443, \u043c\u043e\u0436\u043d\u043e \u0443\u0441\u043b\u044b\u0448\u0430\u0442\u044c \u043f\u0440\u043e \u0442\u043e, \u043a\u0430\u043a \u0418\u0418 \u0432\u044b\u0438\u0433\u0440\u044b\u0432\u0430\u0435\u0442 \u0443 \u043a\u0438\u0431\u0435\u0440\u0441\u043f\u043e\u0440\u0442\u0441\u043c\u0435\u043d\u043e\u0432, \u0434\u0430\u0440\u0438\u0442 \u043d\u043e\u0432\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0441\u0442\u0430\u0440\u044b\u043c \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u043c \u0438 \u0440\u0438\u0441\u0443\u0435\u0442 \u043a\u043e\u0442\u0438\u043a\u043e\u0432 \u043f\u043e \u0432\u0430\u0448\u0435\u043c\u0443 \u043d\u0430\u0431\u0440\u043e\u0441\u043a\u0443. \u0410 \u0432\u043e\u0442 \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u043c\u0430\u0448\u0438\u043d\u043d\u044b\u0439 \u0440\u0430\u0437\u0443\u043c \u0443\u0441\u043f\u0435\u0432\u0430\u0435\u0442 \u0435\u0449\u0451 \u0438 \u0437\u0430\u0431\u043e\u0442\u0438\u0442\u044c\u0441\u044f \u043e\u0431 \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u0435, \u0433\u043e\u0432\u043e\u0440\u044f\u0442 \u0440\u0435\u0436\u0435. 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