Ukutholwa Kokuhlunga Ekucubunguleni Isithombe

Ezweni elibukwayo elifana nelethu, ukucutshungulwa kwezithombe kukhula kubaluleke kakhulu. Zonke izithombe, kungakhathaliseki ukuthi zisathelayithi, isithwebuli sezokwelapha noma ikhamera, zingase zidinge ukuthuthukiswa. Yilapho ukuhlunga kuqala khona ekucubunguleni izithombe.

I-MOOC "Ukucutshungulwa kwesithombe: isingeniso sokuhlunga" evela ku-Institut Mines-Télécom on Coursera ikhuluma ngale ndaba ngokujulile. Ayigcini nje ngethiyori. Inikeza indlela engokoqobo kumasu asetshenziselwa ukuthuthukisa nokuhlaziya izithombe. Abahlanganyeli bazofunda okuyisisekelo, njengokuqonda amaphikseli, imibala nokucaca. Bazophinde bethulwe emisebenzini yokucubungula izithombe e-Python.

Okugcizelelwayo kusesefa. Kuyindlela ebalulekile yokuqeda umsindo, ukugqamisa imininingwane noma ukuhlukanisa izici ezithile zesithombe. Noma ngabe usebenza emkhakheni wezokwelapha, wezimboni noma wezobuchwepheshe, lawa makhono abalulekile. Le MOOC yithuba elihle kakhulu. Noma ubani ofuna ukwazi kahle ubunkimbinkimbi bokucubungula izithombe uzokwaneliseka. Inikeza ibhalansi ephelele yolwazi lwethiyori kanye nezinhlelo zokusebenza zomhlaba wangempela. Ngakho-ke kuqinisekisa ukufunda okuqinile nokufanelekile.

Gxilisa amakhono akho okuhlunga izithombe

Njengoba wazi, izithombe zikhona yonke indawo. Bachaza indlela yethu yokubona, ukwenza kanye nokuxhumana. Kodwa zonke izithombe, kungakhathaliseki ukuthi zithwetshulwe ikhamera yochwepheshe noma cha. Ingathuthukiswa. Yilapho ukuhlunga izithombe kuqala khona.

I-Institut Mines-Télécom MOOC ayigcini nje ngokuklwebha phezulu. Ingena ijule ezindleleni eziyisisekelo zokuhlunga izithombe. Abahlanganyeli bethulwa kumasu athuthukile. Bathola ukuthi ama-algorithms aguqula kanjani amaphikseli ukuze akhiqize izithombe ezibukhali, ezicacile. Ama-nuances ombala, imininingwane emihle kanye nokugqama konke kuthuthukiswa ngokuhlunga.

Kodwa kungani ibaluleke kangaka? Cabanga ngodokotela we-radiologist ohlaziya izikena zezokwelapha. Noma umthwebuli wezithombe ofuna ukuthwebula ubuhle bendawo. Kulezi zimo, ukucaca kwesithombe kubaluleke kakhulu. Isithombe esilufifi noma esinomsindo singafihla imininingwane ebalulekile.

Isifundo sidlula ithiyori elula. Ihlinzeka ngolwazi olusebenzayo. Abafundi bakhuthazwa ukuthi bazame amakhodi ePython. Bahlola futhi bavumelanise ama-algorithms okuhlunga. Babona ngesikhathi sangempela ukuthi izinguquko zabo zisithinta kanjani isithombe.

Ekugcineni, le MOOC iyinsiza eyigugu. Ukuze ochwepheshe kanye nayizimfundamakhwela. Kunoma ngubani ofuna ukuqonda nokuba yingcweti kwezobuciko nesayensi yokuhlunga izithombe. Inikeza inhlanganisela eyingqayizivele yethiyori eqinile nolwazi olusebenzayo. Inhlanganisela elungiselela ababambiqhaza ukuthi baphumelele emhlabeni wokucubungula izithombe.

Izinzuzo zekhonkrithi zokuhlunga kahle

Ikhwalithi ebonakalayo ibalulekile ezindaweni eziningi. Ngakho ukuba namakhono okuhlunga izithombe kuyimpahla enkulu. Akuwona nje umbuzo we-aesthetics. Umbuzo wokunemba, ukusebenza kahle kanye nobungcweti nakho kubalulekile

Ake ucabange uchwepheshe wezokuphepha ehlaziya amavidiyo okuqapha. Isithombe esicacile singaba umehluko phakathi kokuhlonza umsolwa noma ukumlahlekela ngokuphelele. Noma cabanga ngomklami wezithombe osebenza kumkhankaso wokukhangisa. Ukuhlunga nokuthuthukisa isithombe kunganquma impumelelo noma ukwehluleka komkhankaso.

Le MOOC ayinikezi nje ulwazi. Ihlomisa ababambiqhaza ngesethi yamakhono asebenzayo. Amakhono angasetshenziswa ngokuqondile emisebenzini ehlukahlukene. Ukusuka ekuklanyweni kwesithombe kuya ocwaningweni lwezokwelapha. Ukusuka ekuthwebuleni kuya kuma-forensics.

Imbuyiselo yokutshalwa kwezimali okuvela ekuhlungeni ubuhlakani inkulu kakhulu. Abahlanganyeli bangangeza ikhono elibalulekile ku-resume yabo. Bangagqama ezingxoxweni zomsebenzi. Bangakwazi ukusondela kumaphrojekthi ngokuzethemba okukhulu.

Ngamafuphi, le MOOC ayigcini nje ngokudlulisela imininingwane. Ishintsha imisebenzi. Inweba ama-horizons. Futhi ilungiselela umhlanganyeli ngamunye ukuthi enze umehluko obonakalayo emkhakheni wabo ngamandla okuhlunga izithombe.