Andrey Savchenko wochokera ku nthambi ya Nizhny Novgorod ya Higher School of Economics adafalitsa zotsatira za kafukufuku wake pankhani yophunzira makina okhudzana ndi kuzindikira maganizo pa nkhope za anthu omwe ali pazithunzi ndi mavidiyo. Khodiyo idalembedwa mu Python pogwiritsa ntchito PyTorch ndipo ili ndi chilolezo pansi pa layisensi ya Apache 2.0. Zitsanzo zingapo zokonzeka zilipo, kuphatikizapo zoyenera kugwiritsidwa ntchito pazida zam'manja.
Kutengera laibulale, wopanga mapulogalamu wina adapanga pulogalamu ya sevimon, yomwe imakupatsani mwayi wowona kusintha kwamalingaliro pogwiritsa ntchito kamera ya kanema ndikuthandizira kuwongolera kupsinjika kwa minofu ya nkhope, mwachitsanzo, kuthetsa kupsinjika, kukhudza mwachindunji komanso kugwiritsa ntchito nthawi yayitali, kuteteza maonekedwe a makwinya a nkhope. Laibulale ya CenterFace imagwiritsidwa ntchito kudziwa malo a nkhope muvidiyo. Khodi ya sevimon imalembedwa ku Python ndipo ili ndi chilolezo pansi pa AGPLv3. Mukayiyambitsa kwa nthawi yoyamba, mitunduyo imakwezedwa, pambuyo pake pulogalamuyo sifunikira kulumikizidwa kwa intaneti ndipo imagwira ntchito mokhazikika. Malangizo oyambira pa Linux/UNIX ndi Windows akonzedwa, komanso chithunzi cha docker cha Linux.
Sevimon amagwira ntchito motere: choyamba, nkhope imadziwika mu chithunzi cha kamera, kenako nkhope imafaniziridwa ndi malingaliro asanu ndi atatu (mkwiyo, kunyoza, kunyansidwa, mantha, chimwemwe, kusowa kwa kutengeka, chisoni, kudabwa), pambuyo pake wina Kufanana kumaperekedwa pamalingaliro aliwonse. Zomwe zapezedwa zimasungidwa mu chipika m'malemba kuti awunikenso ndi pulogalamu ya sevistat. Pamalingaliro aliwonse mufayilo yosungira, mutha kukhazikitsa malire apamwamba ndi otsika, mukawoloka, chikumbutso chimaperekedwa nthawi yomweyo.
Source: opennet.ru