AI muburyo bwo kwerekana amashusho
Isuzuma rya AI ryashyizwe ahagaragara kandi ryerekana amashusho kugirango hamenyekane ibintu byangiza nkurugomo, ubwambure, cyangwa imvugo yanga byihuse kuruta abayobora abantu.
Incamake
It matters because platforms receive hundreds of hours of video every minute, making manual review impossible at scale.
Kwibira cyane
Kugereranya amashusho ni byinshi: clip imwe itwara amashusho, icyerekezo, amajwi, hamwe na ecran ya ecran. Sisitemu yerekana ikadiri kandi ikoresha mudasobwa-iyerekwa ryerekana ibyambaye ubusa, intwaro, gore, cyangwa ibimenyetso byintagondwa; basesengura icyerekezo kumurongo kugirango bagaragaze ibikorwa byubugizi bwa nabi; imvugo-ku-mwandiko yerekana amajwi kugirango moderi ya NLP ibashe gufata imvugo yanga cyangwa iterabwoba; na optique imenyekanisha isoma inyandiko yuzuye kuri videwo. Tekiniki y'ingenzi ni ugukaraba: videwo zizwi zizwi (nka poropagande y'iterabwoba cyangwa ibikoresho byo guhohotera abana) bihindurwa urutoki rwa digitale bityo kongera kohereza bikabikwa ako kanya nta kongera gusesengura. Kuberako ibivugwamo bifite akamaro, raporo yamakuru yerekana ihohoterwa itandukanye no kuyishimira, urubuga rwinshi rukoresha AI kugirango rushyire imbere kandi rushyire imbere, hanyuma ruyobore imanza zidasobanutse kubasuzuma abantu.
Ubushishozi
Kwiyuhagira gushishoza (nka PhotoDNA na PDQ kumashusho, hiyongereyeho na videwo yo gukaraba) bitanga urutoki rukomeye kugirango uhindure, usubire inyuma, cyangwa uhindure ibintu bito, bityo rero guhindura bike byoherejwe biracyahuye nibyinjira-bizwi mububiko rusange bwinganda. Kubirimo ibishya, ibyiciro byimbitse bikoresha kumurongo watoranijwe hamwe nibice byamajwi, bitanga amanota yicyizere; gusa ibintu biri hafi yurubibi rwicyemezo byazamuwe kubantu, ibyo bigatuma igiciro nubukererwe bikemurwa miriyari zoherejwe.
Ingaruka z'Ingamba
Build choices
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Itsinda hamwe nakazi
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Risk and safety
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Kazoza ka AI muburyo bwo kwerekana amashusho
Abanyamideli bagenda berekeza kumyumvire yukuri ya videwo, batekereza kubitekerezo byose bya clip aho kuba ama frame yitaruye, bifasha gutandukanya inyandiko nicyubahiro. Igihe nyacyo cyo kugereranya ubuzima ni ikintu cyingenzi nyuma yo kunanirwa cyane. Muri icyo gihe, AI itanga umusaruro utuma ibintu byimbitse hamwe n’ibikoresho byo gukoresha nabi byoroha kubyara umusaruro, bityo rero kumenya amashusho yakozwe na AI yakozwe na manipuline, hiyongereyeho ibimenyetso byerekana ibimenyetso, bigenda biba intandaro yumurimo wo kwizerana n’umutekano.
Gushyira mu bikorwa Isi
YouTube ihita itahura kandi igabanya imyaka cyangwa ikuraho ihohoterwa rishingiye ku gitsina no kwambara ubusa mu kohereza
Meta hamwe nandi ma platform ukoresheje ububiko bwa hash hasangiwe (binyuze kuri GIFCT) kugirango uhagarike poropagande izwi y’iterabwoba muri serivisi
TikTok yogusuzuma imbona nkubone mugihe nyacyo cyo guhagarika ubwambure cyangwa kwiyangiza
Amahuriro yandika amajwi kugirango afate imvugo yanga niterabwoba bivugwa muri videwo, ntabwo yerekanwe gusa
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
AI mumikino ya Video Imyitwarire ya NPC
Ibibazo bikunze kubazwa
What is AI in Video Content Moderation?
Isuzuma rya AI ryashyizwe ahagaragara kandi ryerekana amashusho kugirango hamenyekane ibintu byangiza nkurugomo, ubwambure, cyangwa imvugo yanga byihuse kuruta abayobora abantu. Nibyiza kuko urubuga rwakira amasaha amagana ya videwo buri munota, bigatuma isubiramo ryintoki ridashoboka kurwego.
Kuki kugereranya amashusho bisobanurwa ngo 'multimodal'?
Video ihuza ubwoko butandukanye bwibimenyetso, kuburyo bugereranije bukenera icyerekezo, isesengura ryimikorere, imvugo-ku-nyandiko, na OCR ikorera hamwe.
Ni izihe nyungu nyamukuru zo gushishoza gushishoza kuri videwo zizwi?
Hashing ikora urutoki rwibintu bizwi-bibi kuburyo imikino ihita ifatwa ako kanya, na nyuma yo guhindura bike, utabanje gukora isesengura ryuzuye.
Ni ukubera iki urubuga rukomeza inzira nyinshi kubasuzuma abantu?
AI ikurikirana kandi itanga amanota y'ibirimo, ariko imanza zidasobanutse zikeneye guca imanza kubijyanye n'imigambi n'imiterere byiyongera kubantu.
Nigute imvugo-ku-nyandiko igira uruhare mu gushyira mu gaciro?
Ibintu byangiza birashobora kuvugwa aho kwerekanwa, bityo kwandukura amajwi kureka imiterere yinyandiko ikayifata.
Niki gituma gushishoza gushishoza ugereranije neza na kopi ihuye neza?
Ubushishozi bwashizweho kugirango burokoke impinduka nto, re-abongera kohereza ntibashobora guhunga gutahura nimpinduka zoroheje.