Esikhathini se-4K streaming, ukukhiqizwa kwefoni ephathekayo, kanye nokubhekwa kwamakhamera embonini, imodyuli yekhamera isibe yisisekelo sobuchwepheshe besimanje. Njengoba sihlola ukusebenza kwevidiyo, sivame ukugxila ezicini ezifana nosayizi wesensori, inani lama-megapixel, kanye quality ye-lens—kodwa kukhona amandla athule akha lokho okwempela okukhombisa: ukucindezela. Kude nokuba “ithuluzi lokunciphisa idatha” nje, ukucindezela kuyisixhumi esibalulekile phakathi kwamakhono om hardware wemodyuli yekhamera kanye nekhwalithi yokugcina yevidiyo ab viewers abayithola.
Ukucindezela okwenziwe kabi kungaguqula umphumela we-module yekhamera ephezulu kube yinto egcwele ama-pixel, enezinkinga eziningi. Ngakolunye uhlangothi, ukucindezela okuhlelekile kungagcina imininingwane ngenkathi kugcina usayizi wamafayela ungaphansi—ngisho nasezikhwameni zekhamera ezibiza kancane. Kulolu hlelo, sizokhanyisa ukuthi ukucindezela kuhlangana kanjani neumodyuli wekhameraizakhi, hlukanisa imiphumela yayo ebonakalayo (nezingabonakali) kwekhwalithi yevidiyo, futhi wabelane ngokuqonda kokukhetha isu elifanele lokucindezela elihambisana nesimo sokusetshenziswa kwakho. 1. I-Module yeKhamera - Ukuhlanganiswa kwe-Ecosystem: Indlela i-Hardware ne-Software ehlangana ngayo
Ukuze siqonde umthelela wokucindezela, okokuqala kufanele siqonde ukuthi amamojula wekhamera awawona nje ama-lenses nama-sensors—ngokuhlanganyela, ayizinhlelo ezihlanganisiwe lapho imishini kanye nezinhlelo zokucindezela zisebenza ndawonye. Izingxenye zonke, kusukela kum sensor yesithombe kuya ku-ISP (Image Signal Processor), zithinta ukuthi ukucindezela kusebenze kanjani—futhi ngokuphambene.
Izithako Eziyinhloko Ze-Module YeKhamera Eziphathwa Ngokucindezelwa
• Isithombe Sensor: Isithombe sithwebula idatha yevidiyo eluhlaza—amabhiliyoni ama-pixel ngalesi sikhathi ukuze kutholakale ividiyo enezinga eliphezulu. Izithombe ezinkulu ezine-dynamic range (DR) ephezulu zikhupha idatha eningi, okwenza kube nomthelela omkhulu ekucindezelweni ukuze kugcinwe imininingwane (isb., imithunzi ekukhanyeni okuphansi noma ukukhanya ezithombeni ezikhanyayo).
• ISP (Umsebenzi Wokucubungula Isithombe): I-ISP icubungula idatha ye-sensor eluhlaza ibe ifomethi engabonwa (isb. RGB) ngaphambi kokucindezelwa. Ama-ISP anamuhla afaka ukusheshisa kokucindezelwa okwakhiwe ngaphakathi, kodwa ukusebenza kwawo kuyahluka—ama-ISP aphansi kwezindleko angase abe nezinkinga ekuphatheni idatha enebhithi ephezulu, okwenza kube necindezelwa okukhulu okwehlisa ikhwalithi.
• Izinkinga Zokugcina/Ububanzi: Amamojula wekhamera kumadivayisi afana nezinsiza zokuxhumana, ama-drone, noma amakhamera okuphepha anokugcina okulinganiselwe kanye nobubanzi. Ividiyo ye-4K raw yemizuzu eyi-10 ingadlula i-100GB, ngakho-ke ukuhlanganiswa akukwazi ukuxoxwa—kodwa imishini ye-modula ikhombe ukuthi zingaki idatha ezingagcinwa ngaphambi kokuthi ukuhlanganiswa kuqale.
I-Compression Baseline: I-Lossy vs. I-Lossless
Ukucindezela kuhlukaniswe ngezigaba ezimbili, futhi izimo zazo zokusetshenziswa kumamojula wekhamera zihluke kakhulu:
• Ukucindezela Okungalahlwa: Gcina u-100% wedatha eluhlaza kodwa unikeza ukuncishiswa okuncane kwifayela (ngokuvamile u-20-30%). Kuhlukile kumavidiyo (ngaphandle kokukhiqizwa kwezemidlalo okujwayelekile ngezikhamuzi ezisezingeni eliphezulu) ngoba kusadingeka isikhala esikhulu.
• Ukucindezela Okulahlekile: Kususwa “idatha engaphezulu” ukuze kuncishiswe amafayela ngo-50-90%—umthetho ojwayelekile wezithombe zabathengi nezimboni. Inkinga? “Engaphezulu” iyinto ethile, futhi ukucindezela okulahlekile okungafanele kususa imininingwane ebalulekile (isb., ama-textures amahle, ukuchazwa kwemiphetho) ukuze kufinyelelwe ezingeni lezinhloso.
2. Indlela Ama-Algorithm Wokucindezela Ashintsha Ngayo Ikhwalithi Yevidiyo YeModuli Yekhamera
Ayikho yonke imishini yokucindezela efana. I-algorithm esetshenziswa ummoduli wekhamera ithinta ngqo ukuthi ingakanani ikhwalithi egcinwa ngosayizi othile wefayela. Ake sihlukanise ama-algorithms ajwayelekile kakhulu kanye nokusebenza kwawo emhlabeni wangempela kumamoduli wekhamera.
H.264 (AVC): Umsebenzi Wokugcina
H.264 iyinhloso endala kakhulu esasetshenziswa kabanzi (itholakala kumafoni aphansi, amakhamera okuphepha, kanye nezindiza ezindala). Ihlangene nazo zonke izinsiza kodwa inezithiyo ezinkulu kumamojula amakhamera anamuhla:
• Iphikisana nezithombe ezinezinga eliphezulu (4K/8K) ezivela kumasensori amakhulu, njengoba ayizange iklanywe ukuze ibhekane nenani ledatha.
• Ithembela ekucindezelweni okusekelwe kumabhlogo, okwakha “izimpawu zebhlogo” ezibonakalayo ezindaweni ezihambayo (isb. umgibeli ophethe, noma imoto ehamba) noma ezindaweni ezinemininingwane emincane (isb. izindwangu, izihlahla).
• Ngemojuli yekhamera enezinzwa ezincane (isb. amakhamera ezindleko eziphansi), ukungasebenzi kahle kwe-H.264 kuphoqa ukuncishiswa kwe-bitrate okukhulu—okuholela kumavidiyo athambile, anokhukhamba.
H.265 (HEVC): Indawo Ephakathi
H.265 iyilungu elilandelayo le-H.264 futhi manje isijwayelekile kumamojula kamakhamera aphakathi nendawo kuya phezulu (ama-smartphones aphezulu, ama-drones ochwepheshe, amakhamera ezimboni). Ilungisa izinkinga eziningi ze-H.264:
• Ithumela usayizi wefayela ophansi ngo-50% kune-H.264 ngenkathi ifana nekhwalithi, okwenza kube kuhle kakhulu ku-4K ividiyo evela kumasensori amakhulu.
• Isebenzisa ama-macroblocks amakhulu kanye nokuhlola ukuhamba okuqhubekayo, kunciphisa izinkinga ze-block ezikwenzeni ezihambayo.
• Ngemamojula yekhamera enezici ze-HDR (High Dynamic Range), i-H.265 igcina kangcono umehluko phakathi kwezindawo ez bright nezimnyama—okubalulekile ekuthwebuleni ngaphandle noma ezindaweni ezinemibala ephansi.
Inkinga? I-H.265 idinga amandla amaningi okucubungula. Amamojula wekhamera aphansi anama-ISP anokwehla angase aqhubeke nezinkinga, kuholele ekwehliseni izithombe ngezikhathi ezithile noma ikhwalithi engaguquguquki.
AV1: Umguquli Womdlalo Olandelayo
AV1 iyindlela evulekile, engenayo imali yokusebenzisa, ethola ukuthandwa emamodules wekhamera aphezulu (isb., amafoni amasha aphakeme, amakhamera enza izenzo ezikhethekile). Iyi-changer yomdlalo kwekhwalithi yevidiyo:
• Ihlinzeka ngosayizi wefayela ophansi ngo-30% uma kuqhathaniswa ne-H.265 ngenkathi isezingeni elifanayo, noma ikhwalithi engcono ngo-30% ngaleso sikhathi osayizi wefayela ofanayo.
• Iphumelela ekugcineni imininingwane emihle—njengoboya, izakhiwo zesikhumba, noma umbhalo—okuyinzuzo kumamojula kamakhamera asetshenziselwa ukuvlog, ukuthwebula imikhiqizo, noma ukuqapha.
• Isetshenziselwa ukuhlanganiswa kwe-AI, ivumela amamojula wekhamera ukuthi alungise ukujwayela ngokuzenzakalelayo ngokuya ngokuqukethwe kwesigcawu (isb., ukugcina imininingwane ebusweni ngenkathi kuncishiswa isibhakabhaka esingenalutho kakhulu).
I-AV1 kuphela inkinga yayo ukuthi isetshenziswa kancane okwamanje—amadivayisi amadala angase angasekeli ukudlala, kodwa lokhu kuyashintsha ngokushesha njengoba abakhiqizi bezingxenye zekhamera begxila ekwenzeni kube nesikhathi eside.
3. Imiphumela Ebonakalayo Nezingabonakali Zokucindezela Kwekhwalithi Yevidiyo
Imiphumela yokucindezela ekwalukeni kwekhamera yevidiyo ayikhulumi kuphela nge "pixelation"—ibhalwa ngezindlela ezincane (futhi ezingezincane) ezingakwenza noma ziphule isipiliyoni sokubuka. Ake sihlukanise izinkinga ezivamile kakhulu nokuthi kungani zenzeka.
1. Izithombe Zokuvimba: Umphumela Obonakalayo Oqondile
Izimpawu ze-block yizithombe ezifanayo nezinhlelo ku-video, ezidalwa ama-algorithms wokucindezela ahlukanisa amafreyimu abe yizicucu ezincane (ama-macroblocks) futhi acindezela ngakunye ngokwehlukana. Zibonakala kakhulu ku:
• Izimo eziphakeme zokunyakaza (isb., i-drone ephephetha phezu kwedolobha) lapho i-algorithm ingakwazi ukulandela ushintsho olusheshayo.
• Izindawo ezinefulegi elihambisanayo (isb., isibhakabhaka esiluhlaza okwesibhakabhaka noma udonga oluwhite) lapho i-algorithm icindezela kakhulu idatha "engadingekile".
• Izithombe ezithathwe ezimeni zokukhanya okuphansi kusuka kumamojula wekhamera anemishini encane—ukuphazamiseka kwedatha eluhlaza kudida i-algorithm yokucindezela, kuholela ezindaweni ezibukhali.
Amamojuli wekhamera anama-ISP athuthukile anciphisa lokhu ngokusebenzisa “ukubikezela kwe-intra-frame” (ukucabanga ngamanani epikseli ngokusekelwe kumabhulokhi aseduze) noma usayizi obonakalayo be-macroblock, kodwa amamojuli aphansi kakhulu avame ukungabi nalezi zici.
2. Ukulahleka Kwedetail: Umphangi Wezinga Ongakhulumi
Ukucindezela okulahlekelwayo kugxila emininingwaneni "engabalulekile" ngokubona, kodwa okungabalulekile ku-algorithm kungaba kubalulekile kumuntu obuka. Abantu abajwayelekile abahlaselwa bafaka:
• Izinto ezithambile: Amaphethini ezindwangu, imicu yezinwele, noma amahlamvu aphenduka abe mnyama noma "ashwabene."
• Incazelo ye-Edge: Imigqa (isb. , ikhona lezakhiwo noma umphakathi) ethambile noma enezinhlangothi ezibukhali.
• Izigaba zembala: Ukudlula okuthambile (isb., ukushona kwelanga kusuka kokubomvu kuya kokupinki) okuhamba kube izinguquko ezihlukahlukene, ezisheshayo.
Lokhu kubangela izinkinga ikakhulukazi kumamojula wekhamera asetshenziswa ezimweni zobungcweti (isb., ukukhiqiza amafilimu, ukuhlela ividiyo yomkhiqizo) lapho imininingwane ingavunyelwa. Ngisho namamojula aphezulu abhekana nezinkinga uma ukuhlanganiswa kukhulu kakhulu—isb., ividiyo ye-4K evela efoni ye-flagship ehlanganiswe ibe yi-1080p ukuze isetshenziswe ezinkundleni zokuxhumana ingase ilahlekelwe ngu-30% weminingwane yayo yokuqala.
3. Ukunyakaza Okuncane Nokwehla Kwamafreyimu
Ukucindezela kudinga amandla okucubungula, futhi uma i-ISP ye-module yekhamera ingakwazi ukulandela umjikelezo wedatha, ingase:
• Faka i-artificial motion blur ukuze unciphise inani le-pixels okudingeka ukuthi kubuyekezwe.
• Phonsa amafreyimu ukuze unciphise umthwalo wokucubungula, okuholela kuvidiyo ehlukanisiwe.
Lokhu kuvamile kumamojula kamakhamera wezabelomali athwebula i-4K/60fps—angakwazi ukuthwebula ividiyo, kodwa ama-ISP awo awakwazi ukuyicindezela ngesikhathi sangempela ngaphandle kokuphuca ubumsulwa. Amamojula aphezulu axazulula lokhu nge-hardware yokucindezela ethile (isb., i-Qualcomm's Hexagon DSP noma i-Apple's Video Encoder) ethumela umsebenzi ophuma kumphakathi ophakathi.
4. HDR kanye Nokwehla Kwe-Dynamic Range
Amamojula ekhamera anekhono le-HDR athatha ibanga elibanzi lezigaba zokukhanya, kodwa ukuhlanganiswa kuvame “ukuphonsa” lezi zigaba ukuze kuncishiswe usayizi wefayela. Isibonelo:
• Izimpawu (isb., ukukhanya kwelanga okukhanya emanzini) ziba izikhala ezimhlophe ezikhanyayo ngaphandle kokunembile.
• Imithunzi (isb., ngaphansi kwesihlahla) iba mnyama ngokuphelele, ifihla izinto ezibalulekile (isb., umuntu opholile).
Izinhlelo ezithuthukile ezifana ne-H.265 ne-AV1 zisebenza kahle kakhulu nge-HDR ngokusebenzisa ubukhulu bombala be-10-bit (kuqhathaniswa ne-8-bit ye-H.264), zigcine ukucaciswa okuningi ezindaweni ezikhanyayo nezimnyama. Amamojuli wekhamera anesekeli ye-HDR+ noma i-Dolby Vision nawo asebenzisa “ukuhlela ithoni” ukuze athuthukise idatha ngaphambi kokucindezelwa, kunciphisa ukugwazwa.
4. Ukuhlela Ukuqina Ngokusebenzisa I-Module yeKhamera
I- “best” compression strategy incikelela ekutheni usebenzisa kanjani i-camera module. Lokho okusebenza kwi-security camera ngeke kusebenze kwi-vlogging camera—futhi kuphinde kube njalo. Nansi indlela yokuhlanganisa i-compression nezimo zakho zokusebenzisa.
1. Imodyuli Zekhamera zeSmartphone: Balancing Ikhwalithi kanye nosayizi wefayela
Abasebenzisi be-smartphone bafuna ividiyo yekhwalithi ephezulu elula ukuyabelana nokuyigcina. Indawo efanele iyona:
• H.265 ye-4K/30fps (ilungisa ikhwalithi nosayizi wefayela) noma i-AV1 ye-4K/60fps (igcina imininingwane yezenhlalo).
• Uk压缩 kwe-Variable Bit Rate (VBR): Kulungisa i-bitrate ngokuya ngobunzima besigcawu (isb., i-bitrate ephezulu ezigcawini zokusebenza, ephansi ezithombeni ezimile).
• Izinhloso ze-Bitrate: 15-25 Mbps ye-4K H.265 (amafoni aphezulu) noma 10-15 Mbps amafoni aphakathi.
Gwema ukuhlanganisa ngokweqile (isb., <10 Mbps ye-4K)—kuphendukela emfanekisweni we-sensor ophakeme kube into engahlukaniseki kumamojula aphansi.
2. Amamojula Wekhamera Yokuphepha: Gxila Ekunyakazeni NakuMoya Ophansi
Amakhamera okuphepha adinga imininingwane ecacile ekwenzeni (isb. umgibeli) kanye nokukhanya okuphansi, ngokuba nezilinganiso ezincane zamafayela ukuze recording 24/7. Khetha:
• H.265 noma H.265+ (inguqulo ethuthukisiwe yokubhekwa) yokunciphisa izidingo zokugcina ngama-50% uma kuqhathaniswa ne-H.264.
• Ukucindezela kwe-Fixed Bit Rate (CBR): Kuqinisekisa ikhwalithi efanayo yokuthola ukuhamba (i-VBR inganciphisa i-bitrate ngesikhathi sezimo ezimile, iphuthe imininingwane ebalulekile).
• Izinhloso ze-Bitrate: 4-8 Mbps ye-1080p (eyanele ukuze kuqondwe ubuso) noma 8-12 Mbps ye-4K (ukuphepha kwezimboni).
Bheka ama-module ekhamera anokuthi “uk压缩 okuhlakaniphile” okwehlisa i-bitrate ngesikhathi sezindawo ezingenalutho (isb. indawo yokupaka engenalutho) futhi ikhulisa uma ukuhamba kutholakala.
3. Amamojula Wekhamera Oprofeshinali (Ukukhiqiza Ividiyo/Amadrone): Khulisa Imininingwane
Abasebenzisi abachwepheshile badinga ividiyo engashintshwa (isb., ukulungiswa kwemibala, ukusika) ngaphandle kokulahlekelwa kwekhwalithi. Istratiji iwukuthi:
• AV1 noma iProRes (ifomethi engalahlwa/engaphansi kokulahleka) yevidiyo eluhlaza—igcina u-90%+ wedatha yesensori.
• Izinhloso ze-bitrate ephezulu: 50-100 Mbps ye-4K AV1 noma 220+ Mbps ye-ProRes.
• Ukugcina ngaphandle (isb., ama-SSD wezindiza, amakhadi e-CFexpress wemakhamera) ukuze kudlule imikhawulo yokugcina yangaphakathi.
Amamojula amaningi ochwepheshe anikeza “ukurekhoda kwe-proxy”: inguqulo encishisiwe enezinga eliphansi yokuhlela, ehambisana nefayela elikhulu elisezingeni eliphezulu lokukhipha kokugcina.
4. Ama-Module we-Khamera ye-IoT/Embedded: Nciphisa i-Bandwidth
Izithombe ze-IoT (isb., ama-doorbell akhanyayo, ama-wearables) zine-bandwidth elinganiselwe kanye nempilo yebhethri. Gxila ku:
• Ama-algorithms alula afana ne-H.264 Baseline noma i-VP9 (okunye okukhanyayo kune-AV1).
• Izixazululo eziphansi (720p/1080p) ezine-bitrates eziphansi (1-3 Mbps) ukuze kuncishiswe ukudluliswa kwedatha.
• Ukwehliswa kwesivinini sokuhamba (15-24 fps) esikhundleni se-30fps—kugcina ibhendi ngaphandle kokulahlekelwa kwekhwalithi okubonakalayo ezithombeni ezimile.
5. Iziqondiso Zesikhathi Esizayo: Indlela Ama-Module Wekhamera Nezixhumi Eziphucukayo Ndawonye
Njengoba ama-module wekhamera eqhubeka nokuba namandla (isb. ama-sensor e-8K, i-global shutter, ukucubungula okwenziwe ngokuqonda kwe-AI), ukuhlanganiswa kuyathuthuka ukuze kulingane. Nansi eminye yemikhuba ebalulekile ethonya ikusasa lekhwalithi yevidiyo:
AI-Powered Adaptive Compression
AI iyashintsha indlela yokucindezela ngokuvumela amamojula ekhamera “ukuqonda” okuqukethwe kwesigcawu. Isibonelo:
• I-algorithm ye-AI ingakwazi ukukhomba ubuso esithombeni futhi inikeze i-bitrate eyengeziwe ukuze igcine umumo wesikhumba, ngenkathi icindezela i-background ngokweqile.
• I-AI ingakwazi ukubikezela ukuhamba (isb., inyoni ehamba ngaphesheya kwefreyimu) futhi ilungise izilungiselelo zokucindezela ngaphambi kokugwema izinto ezingafanele.
Izinsiza zefoni eziphakeme (isb., iPhone 15 Pro, Samsung Galaxy S24 Ultra) seziqalile ukusebenzisa ukuhlanganiswa kwe-AI, futhi lokhu kuyasheshisa ukufinyelela kumadivayisi aphakathi nendawo.
Hardware-Accelerated AV1
Ukusetshenziswa kwe-AV1 kuyashesha ngenxa yamachips akhethekile ok压缩 kumamojula wezithombe. Lawa machips (isb., i-Google's Tensor G3, i-MediaTek's Dimensity 9300) aphatha i-AV1 encoding ngesikhathi sangempela, ngisho nasevidiyweni ze-8K, ngaphandle kokudlula ibhethri.
Ngokwe-2025, kulindeleke ukuthi i-AV1 ibe yijwayelo ku-70% yamamojula amakhamera aphezulu, okwenza ividiyo yekhwalithi ephezulu, enosayizi omncane ifinyeleleke kubasebenzisi abaningi.
Ukucindezela kwezeMifanekiso yeKhompiyutha
Amamojula emakhamera anamuhla axhomeke ekuthuthukiseni ikhwalithi ngokusebenzisa ubuchwepheshe bokubona (isb. imodi yephupho, imodi yephrofayela). Ukucindezela manje sekuhlanganiswe kulolu hlelo lokusebenza:
• Imodi yeN Nacht ihlanganisa amafreyimu amaningi aphansi ukukhanya abe isithombe esisodwa esisezingeni eliphezulu—ukucindezela kufakwa ngemuva kokuhlanganiswa ukuze kugcinwe imininingwane.
• Imodi ye-Portrait isebenzisa ukwakhiwa kobukhulu ukuze ibhluqe izizinda—ama-algorithms okucindezela agwema ukuhluza imiphetho yesikhumbuzo, noma ngabe usayizi wefayela uncishisiwe.
6. Indlela Yokukhetha Ukucindezela Okufanele Kwamamojula Wekhamera Yakho
Lapho ukhetha imodyuli yekhamera noma ulungisa izilungiselelo zayo, sebenzisa le mibuzo ukuze uqondise ukukhetha kwakho kokucindezela:
1. Yini okubalulekile kuwe? Uma imininingwane ibalulekile (isb., ukukhiqiza amafilimu), khetha i-AV1 noma i-ProRes. Uma usayizi wefayela ubalulekile kakhulu (isb., amakhamera e-IoT), gcina ku-H.264 noma i-VP9.
2. Yini umkhawulo wakho wokugcina/ububanzi? Bala ukuthi mangaki amafayela odinga ukuwugcina/ukuwadlulisa—isb., ukuqoshwa kokuphepha okungu-24/7 kudinga i-H.265+ ukuze kugwenywe ukugcwala kwamadiski.
3. Yisiphi isixhobo esizodlala ividiyo? Uma ababukeli bakho besebenzisa izixhobo ezindala, gwema i-AV1 (gcinani ku-H.265). Uma besebenzisa izixhobo zanamuhla, i-AV1 izohlinzeka ngekhwalithi engcono.
4. Ingabe imodyuli yakho isekela ukuhamba phambili kwehardware? Ngaso sonke isikhathi sebenzisa ukucompressa okwenziwa ngehardware (kuqhathaniswa ne-software) ukuze ugweme ukuwa kwamafreyimu nokwehla kwamabhethri.
Isiphetho: Ukuqinisekisa Akusikho Okokugcina—Kuyisici Esiyinhloko
I-module yeKhamera ikhwalithi yevidiyo iyimfanelo yeqembu: isikhala esihle nesibuko sibeka isisekelo, kodwa ukuhlanganiswa kuthinta ukuthi leso sisisekelo sishintshwe kube yinto enhle yokubuka. Njalo, sithola ukuthi sithukile ukuhlanganiswa lapho sihlola ama-module ekhamera—siphinde sithole ukudumazeka ngenxa yokuphuma kwe-pixel, okungacacile okuvela kudivayisi "enezincazelo eziphezulu".
Ithuluzi eliyinhloko? Hlanganisa isu lakho lokucindezela nezinsiza zehardware ze-module yekhamera yakho kanye nesimo sokusebenzisa. Imodyuli ezithengekayo idinga ama-algorithms asebenzayo afana ne-H.265 ukuze igweme ukulahleka kwekhwalithi. Imodyuli ezisezingeni eliphezulu izuza ku-AV1 noma ekucindezelweni okwenziwa yi-AI ukuze ikhulise imininingwane. Futhi imodyuli ezisebenza ngochwepheshe zidinga amafomethi aphansi-ukulahleka ukuze zigcine ukuguquguquka.
Njengoba ubuchwepheshe bekhamera buqhubeka phambili, ukuhlanganiswa kuzoba kubaluleke kakhulu. Ngokwazi ukuthi kuhlangana kanjani nomodule yakho yekhamera, ungakhetha kahle—kungakhathaliseki ukuthi uthenga i-smartphone, ufaka amakhamera okuphepha, noma uthwebula ividiyo yobungcweti—futhi uqinisekise ukuthi ividiyo yakho ibukeka kahle, njalo.