Momwe Mungachotsere Kuletsa Kuchokera ku Chithunzi

Zosintha zomaliza: 30/08/2023

Kusintha ndikusintha zithunzi ndizofala mu nthawi ya digito, koma nthawi zina timapeza zithunzi zofufuzidwa zomwe zimabisa zambiri zamtengo wapatali. Kaya pazifukwa zachinsinsi, chitetezo kapena kukhazikitsidwa kwa malamulo ena, kuwunika kwa zithunzi kumatha kukhala cholepheretsa kuwulula chowonadi ndikuwona momwe zinthu zilili. M'nkhaniyi, tiwona njira zapadera ndi zida zochotsera censorship kuchokera pachithunzi, zomwe zimatilola kuwulula zomwe zimabisika kuseri kwa ma pixelated pixel, mipiringidzo yakuda kapena zobisika zina. Dziwani momwe mungachotsere censorship ndikubwezeretsanso kukhulupirika kwazithunzi zanu.

1. Chiyambi cha Zithunzi Zopanda Uncensoring: A Technical Guide

Kuchotsa kuwunika pazithunzi ndi nkhani yofunikira masiku ano, chifukwa nthawi zambiri timapeza zithunzi zomwe zimakhala ndi zinthu zovutitsa kapena zosaloledwa muzinthu zina. Mu bukhuli laukadaulo, tifufuza mwatsatanetsatane momwe tingathetsere vutoli sitepe ndi sitepe, kupereka zonse zofunika kuti akwaniritse.

Poyambira, ndikofunikira kukhala ndi zida zoyenera. M'lingaliroli, tikupereka maphunziro angapo omwe angakuphunzitseni momwe mungagwiritsire ntchito mapulogalamu ndi mapulogalamu osiyanasiyana kuti muthetse kuwunika pazithunzi zanu. Kuphatikiza apo, tidzakupatsani malangizo othandiza omwe angakuthandizeni kuthana ndi zopinga zomwe mungathe ndikuwongolera njira yochotsera. moyenera komanso yothandiza.

Mu bukhuli tidzaphatikizanso zitsanzo zothandiza zomwe zidzakuthandizani kumvetsetsa bwino mfundo zamaganizo ndikuzigwiritsa ntchito muzochitika zenizeni. Zitsanzozi zidzatsagana ndi mayankho a pang'onopang'ono, kuti muthe kubweza ndikusintha njirazo kuzithunzi zanu. Osadandaula ngati ndinu oyamba, tidzakhala nanu njira iliyonse!

2. Kumvetsetsa zaukadaulo wazowunikira zithunzi

Mukamvetsetsa zaukadaulo pakuwunika kwazithunzi, ndikofunikira kuganizira zingapo zothetsera vutoli. Nawa masitepe ofunikira kuti muthane ndi kuwunika kwazithunzi.

1. Unikani zomwe zili pachithunzichi: Ndikofunikira kumvetsetsa kuti ndi zinthu ziti kapena mawonekedwe a chithunzicho omwe angayesedwe. Izi zikuphatikizapo kuzindikira zinthu, nkhope, mawu omveka bwino kapena okhumudwitsa, komanso kusanthula zochitika ndi cholinga cha uthenga umene ukuperekedwa.

2. Gwiritsani ntchito ma aligorivimu okonza zithunzi: Ma algorithms okonza zithunzi ndi zida zothandiza pochotsa kuwunika kwa zithunzi. Ma algorithms awa atha kugwiritsa ntchito kumasulira, kusokoneza, kuwonjezera phokoso, kapena kusintha njira zosafunikira kuti abise kapena kuchotsa zidziwitso zopimidwa. Kuphatikiza apo, palinso njira zodziwira zithunzi zomwe zimakulolani kuzindikira ngati chithunzi chasinthidwa kapena kusinthidwa.

3. Zida zofunika kuchotsa censorship pa chithunzi

Pali zida zingapo zofunika zomwe zingakuthandizeni kuchotsa chithunzithunzi moyenera komanso mwachangu. M'munsimu, tikuwonetsa zina mwa izo:

Chida chopangira ma cloning: Chida ichi chimakupatsani mwayi wokopera gawo lachithunzichi ndikuchiyika kudera lina kuti mubise chinsinsi. M'mapulogalamu ngati Photoshop, ingosankhani gawo lomwe mukufuna kufananiza ndikuliyika pamalo opimidwa. Onetsetsani kuti musinthe tsatanetsatane ndi kukula kwa chida kuti mukwaniritse zotsatira zachilengedwe.

Fyuluta yosokoneza: Ngati censorship ili pagawo laling'ono la chithunzi, mutha kugwiritsa ntchito flur blur kuti muyimitse. Izi zithandiza kubisa zambiri zopimidwa popanda kukhudza kwambiri mtundu wazithunzi. M'mapulogalamu osintha zithunzi, monga GIMP, sankhani malo opimidwa ndikugwiritsa ntchito fyuluta ya Gaussian blur.

Chida cha Patch: Mapulogalamu ena osintha zithunzi ali ndi chida chophatikizira chomwe chimakulolani kuti muchotseretu censorship. Chida ichi chimasanthula chithunzicho ndikulowetsa zomwe zafufuzidwa ndi zomwe zapezeka m'magawo ena a chithunzi. Sinthani magawo ngati kuli kofunikira kuti mupeze zotsatira zabwino kwambiri.

4. Gawo ndi sitepe: Njira yochotsera censorship pa chithunzi

Kuti muchotse censorship pa chithunzi, mutha kutsatira izi:

  1. Kusanthula zithunzi: Yang'anani chithunzicho mosamala kuti muzindikire censorship yomwe ikufunsidwa. Imazindikira mtundu wa zowunikira zomwe zimagwiritsidwa ntchito, kaya kudzera pakubisala, kusokoneza, pixelation, kapena njira zina.
  2. Kugwiritsa ntchito zida zowongolera: Sankhani chida chosinthira zithunzi chomwe chili chosavuta komanso chodziwika bwino kwa inu, monga Adobe Photoshop, GIMP kapena njira ina iliyonse yomwe ilipo. Zida izi zimakupatsani mwayi wotsatira njira zotsatirazi.
  3. Kubwezeretsa zithunzi: Gwiritsani ntchito zida zosinthira kuti mugwiritse ntchito njira zochira pamalo owunikiridwa pachithunzicho. Izi zingaphatikizepo kukonzanso zina zomwe zidatayika kapena kusintha kuwunika ndi data yofananira kuchokera kumadera ena a chithunzi.

Onetsetsani kuti mwatsata masitepe onse mosamala ndikugwiritsa ntchito zofunikira za chida chosinthira chomwe mwasankha. Mutha kupeza maphunziro ndi zitsanzo pa intaneti zomwe zingakuthandizeni kumvetsetsa ndikuzindikira njira zofunika. Chonde kumbukirani kuti chithunzi chilichonse chili ndi zovuta zake, chifukwa chake njira yosinthira ingafunike kusinthidwa ndikuwongolera kutengera mtundu uliwonse. Ndondomekoyo ikamalizidwa, sungani chithunzicho chosafufuzidwa mumtundu woyenera kugwiritsidwa ntchito ndi kugawa.

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5. Njira zamakono zochotsera chithunzi bwino

Kuchotsa chithunzi kungakhale kovuta, koma ndi njira zotsogola zoyenera, zitha kuchitika bwino. M'nkhaniyi, tikuwonetsa njira ndi zida zomwe zingakuthandizeni kuchotsa censorship kuchokera pachithunzi molondola komanso mwaukhondo.

Njira yotchuka komanso yothandiza ndiyo kugwiritsa ntchito mapulogalamu osintha zithunzi monga Photoshop. Ndi zosankha ndi zida zopangira ma cloning, mutha kuchotsa censorship ndikubwezeretsa mawonekedwe a chithunzicho. Mutha kutsata maphunziro apa intaneti amomwe mungagwiritsire ntchito zida izi kuti mupeze zotsatira zabwino. Malangizo ena othandiza ndi monga kugwiritsa ntchito kusankha bwino, kugwira ntchito ndi zoom kuti mumve zambiri, komanso kugwiritsa ntchito njira zofananira mosamala kuti mupewe zotsatira zomwe sizingachitike.

Njira ina yapamwamba ndiyo kugwiritsa ntchito ma algorithms nzeru zochita kupanga, monga ozikidwa pa kuphunzira mozama. Ma aligorivimuwa amatha kuphunzira ndikuzindikira mawonekedwe muzithunzi, kuwalola kuti achotse kuwunika bwino. Pali zida ndi malaibulale apulogalamu omwe mungagwiritse ntchito kugwiritsa ntchito ma aligorivimuwa, ngakhale popanda chidziwitso chozama cha pulogalamu. Ndi zida izi, mutha kuchita zodziwikiratu zochotsa zowunikira, kupeza zotsatira zolondola komanso zamaluso.

6. Zolinga zamakhalidwe ndi zachinsinsi mukachotsa kuwunika kwazithunzi

Pochotsa zithunzi, ndikofunikira kuganizira zamitundu yosiyanasiyana komanso zinsinsi. Pamene tikuyesetsa kupezanso zinthu zobisika pazithunzi zowunikidwa, ndikofunikira kukumbukira kuti tikuwongolera zomwe zitha kukhala ndi zinthu zachinsinsi kapena zachinsinsi. Choncho, tiyenera kuonetsetsa kuti tikutsatira ndondomeko za makhalidwe abwino kuti tiwonetsetse kuti ntchito yathu ndi yodalirika komanso yolemekezeka.

Choyamba, ndikofunikira kupeza chilolezo ndi chivomerezo kuchokera kwa onse okhudzidwa musanaulule zomwe zili pachithunzichi. Nthawi zonse tiyenera kuganizira momwe zochita zathu zingakhudzire anthu omwe akhudzidwa ndikulemekeza zinsinsi zawo. Kuonjezera apo, ndikofunika kuchitapo kanthu pofuna kuteteza ndi kusunga kukhulupirika kwa chidziwitso chodziwika bwino chomwe chingawululidwe, pogwiritsa ntchito njira zotetezeka zosungiramo deta ndi kutumiza.

Tikakumana ndi vuto lochotsa zithunzithunzi, titha kugwiritsa ntchito zida ndi njira zosiyanasiyana kuti tikwaniritse izi. Ndibwino kuti mufufuze ndikudziwiratu njira zosadziwika bwino komanso zolembera, zomwe zimakulolani kuti muteteze anthu omwe akukhudzidwa ndi zithunzizo. Kuphatikiza apo, pali ma aligorivimu okonza zithunzi omwe atha kukhala othandiza pochotsa kuwunika ndikuwulula zobisika. Ndikofunikira kudziwa kuti ma aligorivimuwa akuyenera kugwiritsidwa ntchito moyenera osati kuvulaza kapena kuonjezera kuwukira kwachinsinsi kwa munthu aliyense.

7. Kuthetsa zovuta zomwe zimachitika nthawi zambiri pochotsa kuwunika kwazithunzi

Gawo 1: Dziwani vuto lomwe mukukumana nalo pochotsa kuwunika pazithunzi. Izi zingaphatikizepo zovuta monga kusokoneza zithunzi, phokoso lowoneka, kapena kufunikira kobwezeretsanso zobisika.

Gawo 2: Gwiritsani ntchito zida zapadera zosinthira zithunzi kuti muthetse vutoli. Zida izi zingaphatikizepo mapulogalamu opangira zithunzi, monga Photoshop kapena GIMP, omwe amapereka zosankha zingapo zokometsera ndikusintha zithunzi. Ndikoyenera kuwunikiranso maphunziro apadera ndi maupangiri omwe amafotokoza momwe angagwiritsire ntchito zidazi kuti athetse vuto lomwe likufunsidwa.

Gawo 3: Onani njira zapamwamba zosinthira zithunzi zomwe zingathandize kuthana ndi zovuta zina. Izi zingaphatikizepo kugwiritsa ntchito njira zochotsera phokoso, zida zosinthira kuti muwonetse zambiri, kapena kugwiritsa ntchito zigawo ndi masks kuti musinthe bwino popanda kukhudza mbali zina za chithunzi. Pali zitsanzo zambiri ndi maphunziro omwe alipo pa intaneti omwe atha kukhala kalozera pakuchita.

8. Ntchito Yophunzira: Nkhani Yokhudza Kuchotsa Kuwunika kwa Zithunzi

Pulojekiti yophunzirira yotchedwa "Case Study on Image Uncensoring" ikufuna kuwunika ndi kusanthula zochitika zosiyanasiyana pomwe kusayang'anira zithunzi kwagwiritsidwa ntchito bwino. Kupyolera mu phunziro ili, tikufuna kufotokoza mwatsatanetsatane njira zoyenera zothetsera vutoli ndikugawana zida zoyenera, njira ndi zitsanzo zomwe zili zothandiza kwa omwe akufuna kuthana ndi vutoli.

Pulojekitiyi idzayang'ana pa kuzindikira machitidwe ndi njira zomwe zimagwiritsidwa ntchito pazochitika zowonetsera zithunzi, komanso kumvetsetsa zoperewera ndi zovuta zomwe zimagwirizanitsidwa ndi ndondomekoyi. Mugawo lonseli, maphunziro a sitepe ndi sitepe, malangizo othandiza, ndi zida zolangizidwa zidzaperekedwa kuti zithandize owerenga kumvetsetsa ndondomekoyi mozama ndikuyigwiritsa ntchito kuzinthu zawo.

Zomwe zili munkhaniyo zidzaphatikizansopo kafukufuku wokhudza ntchito zosiyanasiyana, kuyambira pakuchotsa kuwunika pa malo ochezera a pa Intaneti y mawebusayiti, kuti abwezeretse zithunzi zowonongeka kapena zochotsedwa mwadala. Phunziro lililonse likhala ndi zitsanzo zowonekera komanso kufotokozera mwatsatanetsatane njira zomwe zatengedwa kuti zitheke kuchotsedwa kwa censorship. Kuonjezera apo, malangizo owonjezera adzaperekedwa momwe mungasinthire ndikugwiritsa ntchito njirazi pazochitika zosiyanasiyana.

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9. Kukula ndi malire a kuchotsedwa kwa censorship pazithunzi

Kuchotsa censorship pazithunzi ndi njira yovuta yomwe imafunikira zida zapadera ndi njira zopezera zotsatira zokhutiritsa. Komabe, ndikofunika kuzindikira kuti pali malire ndi zovuta zina pamene mukuyesera kuchotsa censorship pazithunzi.

Chimodzi mwazinthu zochotsa kuwunika pazithunzi ndikuthekera kopezanso zidziwitso zobisika ndikuwulula zofunikira pachithunzi. Kubwezeretsa zithunzi ndi njira zosinthira zitha kugwiritsidwa ntchito kukonza ndikuchotsa kuwunika pazithunzi, motero kulola kusinthidwa kosinthidwa kwa chithunzi choyambirira.

Kumbali inayi, ndikofunikira kutchula zoletsa zochotsa kuwunika pazithunzi. Nthawi zina, kuwunika kumatha kukhala kokulirapo kapena kukakamizidwa kwambiri kotero kuti zobisika sizingabwezedwe. Kuphatikiza apo, njira zina zowunikira, monga kutsekereza kwa pixel kapena ma watermark, zitha kukhala zovuta kwambiri kuchotsa osasiya.

10. Udindo wa luntha lochita kupanga pochotsa kuwunika pazithunzi

Nzeru zochita kupanga (AI) imagwira ntchito yofunika kwambiri pochotsa kuwunika pazithunzi. Chifukwa cha kuthekera kwake kusanthula ndikumvetsetsa zowoneka, AI imatha kuzindikira ndikuchotsa bwino kuwunika kwamtundu uliwonse komwe kumagwiritsidwa ntchito pazithunzi. Apa tikuwonetsa ndondomeko ya pang'onopang'ono kuti tikwaniritse izi:

  1. Kutolere Zidziwitso: Zithunzi zowunikidwa komanso zosasinthidwa zimafunikira kuti muphunzitse mtundu wa AI. Izi zitha kupezeka kudzera m'malo otseguka, nkhokwe kapena posonkhanitsa zithunzi ndi wogwiritsa ntchito.
  2. Kukonzekera kwazithunzi: Musanaphunzitse chitsanzocho, zosintha zingapo ziyenera kupangidwa pazithunzi, monga kukhazikika kwa kukula, kukonza kuyatsa, ndi kusefa phokoso.
  3. Maphunziro achitsanzo: Pogwiritsa ntchito makina ophunzirira makina, mtundu wa AI wokhoza kuzindikira ndikuchotsa kuwunika pazithunzi uyenera kuphunzitsidwa. Izi zimaphatikizapo kuchotsa zinthu zowoneka, monga m'mphepete, mitundu, ndi mawonekedwe, ndikupanga mtundu womwe ungagawitse kupezeka kwa kuwunika.
  4. Kutsimikizira Kwachitsanzo ndi Kukonza: Chitsanzochi chikaphunzitsidwa, kuyezetsa ndi kukonza kuyenera kuchitidwa kuti zitsimikizire kulondola kwake ndi momwe zimagwirira ntchito. Izi zimaphatikizapo kugwiritsa ntchito zithunzi zoyeserera ndikuwongolera magawo amitundu kuti apititse patsogolo magwiridwe ake.

Mtundu wa AI ukaphunzitsidwa ndikuwongoleredwa, ndi wokonzeka kugwiritsidwa ntchito kuchotsa kuwunika kwazithunzi. Kuti tichite izi, njira zotsatirazi ziyenera kutsatiridwa:

  1. Kuzindikiritsa zithunzi zopimidwa: Pogwiritsa ntchito njira zowunikira, mtundu wa AI umatha kuzindikira ndikuyika madera a chithunzi omwe adawunikidwa.
  2. M'badwo wa zomwe zikusowa: Pogwiritsa ntchito zidziwitso zamkati ndi njira zosinthira zithunzi, mtundu wa AI ukhoza kukonzanso zomwe zikusowa m'malo opimidwa, ndikupanga chithunzi chosasinthika.
  3. Kuunikira kwa zotsatira: ndikofunikira kuwunika momwe zithunzizo zilili ndikuwongolera zolakwika zomwe zingatheke kapena zolakwika zomwe zimayambitsidwa ndi njira yochotsa censorship. Izi zingaphatikizepo kubwereza chitsanzo ndi kusintha zina.

Mwachidule, luntha lochita kupanga limakhala ndi gawo lofunikira pakuchotsa kuwunika pazithunzi, kulola madera opimidwa kuti adziwike, kuzindikiridwa ndi kuchotsedwa pazithunzi. njira yothandiza. Potsatira ndondomeko yowonongeka yomwe imaphatikizapo kusonkhanitsa deta, maphunziro a chitsanzo, ndi kugwiritsa ntchito chitsanzo, ndizotheka kupeza zotsatira zolondola komanso zokhutiritsa pochotsa kuwunika kwazithunzi.

11. Ubwino ndi kuopsa kochotsa chithunzi pogwiritsa ntchito njira zamakono

Mukachotsa chithunzi pogwiritsa ntchito njira zaukadaulo, ndikofunikira kuganizira zabwino zonse komanso zoopsa zomwe zingachitike chifukwa cha izi. M'munsimu muli mfundo zina zofunika kuziganizira:

Ubwino:

  • Kubwezeretsanso chithunzi choyambirira: Kuchotsa chithunzicho kumakulolani kuti muwone chithunzicho monga momwe chinajambulidwa poyamba, chomwe chingakhale chofunikira kusunga kukhulupirika kwa zomwe zili.
  • Kumveka bwino kowoneka bwino: Nthawi zambiri, kuwunika kumalepheretsa kuti mfundo zofunika zisamawonekere pachithunzi. Pogwiritsa ntchito njira zamakono kuti muchotse censorship, chithunzi chomveka bwino komanso chakuthwa chingapezeke.
  • Imathandizira kusanthula ndi kutanthauzira: Kuchotsa chithunzi kumatha kuwulula zinthu zobisika kapena zotsekedwa. Izi zitha kukhala zothandiza kwambiri pazokhudza zazamalamulo kapena zofufuzira, kulola kusanthula kokwanira komanso kutanthauzira bwino zomwe zili pachithunzi choyambirira.

Zoopsa:

  • Kuphwanya zachinsinsi: Pochotsa chithunzi, ndikofunikira kuganizira zachinsinsi za anthu omwe ali pachithunzichi. Kuwonetsa zinthu zodetsa nkhawa kapena zosokoneza kungakhale ndi zotsatira zoyipa pa kukhulupirika ndi mbiri ya anthu omwe akuwonetsedwa.
  • Kuphwanya copyright: Mukamagwira ntchito ndi zithunzi zowunikiridwa, ndikofunikira kulemekeza kukopera. Ngati chithunzi chopimidwa ndi katundu wa munthu wina kapena bungwe, ndikofunikira kupeza chilolezo choyenera musanachitepo kanthu kuti muchotse kuwunika.
  • Kuwongolera molakwika: Kugwiritsa ntchito molakwika njira zochotsa chithunzi kungayambitse zotsatira zolakwika kapena kusintha zomwe zidayamba. Ndikofunika kugwiritsa ntchito njira zamakono mwanzeru komanso mwachilungamo.
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12. Analimbikitsa zida mapulogalamu ndi kusintha njira kuchotsa censorship mu zithunzi

Pansipa, tikuwonetsa zida zina zamapulogalamu ndi njira zosinthira zomwe zimalimbikitsidwa kuti zithetse kuwunika pazithunzi:

  • DeepNude: Chida ichi chimagwiritsa ntchito luntha lochita kupanga kuti athetse kusamvana pazithunzi. Ma algorithm ake apamwamba amatha kupanganso magawo ojambulidwa m'njira yowona. Ngakhale kuti kugwiritsidwa ntchito kwake kungadzutse nkhani zamakhalidwe, ndikothandiza kuthetsa kuwunika.
  • Utoto: Pulogalamuyi imapereka njira yachangu komanso yosavuta yochotsera kuwunika pazithunzi. Imagwiritsa ntchito njira zanzeru zopangira kuti ipangenso mbali zopimidwa za chithunzicho. Ndi mawonekedwe mwachilengedwe komanso zida zosavuta kugwiritsa ntchito, Inpaint ndi chisankho chodziwika bwino pakati pa osintha zithunzi.
  • Chithunzithunzi: Adobe image editing software ndi chida champhamvu chomwe chimakulolani kuchotsa censorship pazithunzi. Ndi zinthu zapamwamba monga cloning ndi recompositing, Photoshop imapatsa ogwiritsa ntchito mwayi wochotsa zinthu zosafunikira pachithunzi, kuphatikizapo kukonzanso.

Zida izi zitha kukhala zothandiza pochotsa kuwunika pazithunzi zanu, koma ndikofunikira kukumbukira kuti kugwiritsa ntchito kwawo moyenera kuyenera kuganiziridwa. Kuphatikiza apo, timalimbikitsa nthawi zonse kuti mupange a zosunga zobwezeretsera za zithunzi zoyambirira musanagwiritse ntchito njira iliyonse yosinthira, ngati china chake chalakwika.

13. Momwe mungawunikire mtundu ndi kutsimikizika kwa chithunzi mutachotsa censorship

- Gwiritsani ntchito zida zosinthira zithunzi kuti muwone momwe chithunzicho chilili komanso chowonadi mutachotsa censorship. Zida izi zikuthandizani kuti musinthe ndikusanthula mwatsatanetsatane chithunzicho.

- Choyamba, yang'anani tsatanetsatane wa chithunzicho. Yang'anani kusagwirizana kwa mitundu yofanana, kuyatsa kosagwirizana ndi chilengedwe, kapena zinthu zina zomwe zingasonyeze kusokoneza. Yang'anani m'mphepete ndi mizere kuti muwone zizindikiro za kusawoneka bwino kapena kusintha.

- Kenako gwiritsani ntchito njira zowunikira ma pixel kuti muwone zosintha zilizonse. Njirazi zikuphatikiza kusanthula ma histograms amitundu, kuyang'ana mawonekedwe obwerezabwereza, ndikugwiritsa ntchito zida zofananira kuti muwone kusiyana. Kuphatikiza apo, mutha kuyang'ana metadata yachithunzichi kuti mumve zambiri za chiyambi chake komanso kutsimikizika kwake.

14. Malingaliro amtsogolo: kusinthika kwa kuchotsedwa kwa censorship pazithunzi

M'zaka zaposachedwa, tawona kupita patsogolo kwakukulu pakuchotsa kuwunika pazithunzi. Kupita patsogolo kwaukadaulo kwalola kuti pakhale zida zolondola komanso zogwira mtima zogwiritsanso ntchito zithunzi ndikuchotsa zosafunika kapena zopimidwa. Komabe, pali zovuta zomwe muyenera kukumana nazo komanso momwe mungaganizire zamtsogolo.

Chimodzi mwazinthu zomwe zikuyembekezeka kwambiri m'tsogolo ndikugwiritsa ntchito ma algorithms anzeru zopangira kuzindikira ndikuchotsa mtundu uliwonse wowunika pazithunzi. Ma algorithms awa, ophunzitsidwa pazambiri zambiri, amatha kuzindikira njira zowunikira ndikugwiritsa ntchito njira zobwezeretsa kuti awulule zobisika. Izi zitha kutsegulira mwayi watsopano wochotsa kuwunika, kupangitsa kuti ntchitoyi ikhale yofulumira komanso yolondola.

Lingaliro lina losangalatsa ndilo mgwirizano pakati pa omanga ndi akatswiri a zaufulu wa anthu kupanga zida zapadera zomwe zimathandizira kuthana ndi kuwunika pazithunzi. Zida zimenezi zingaphatikizepo zinthu zina zozindikiritsa ndi kuchotsa mitundu yosiyanasiyana ya kuunika, monga kufufuta nkhope kapena kubisa mfundo zofunika. Athanso kupereka maphunziro ndi maupangiri ogwiritsira ntchito bwino njira zochotsera censorship.

Pomaliza, njira yochotsera censorship pa chithunzi imatha kuchitidwa pogwiritsa ntchito zida ndi njira zosiyanasiyana. Ndikofunika kukumbukira kuti palibe yankho limodzi, lotsimikizika pazochitika zamtunduwu, popeza chithunzi chilichonse ndi mulingo wowunikira ungafunike njira yosiyana.

Mtundu wa censorship womwe ukupezeka pachithunzichi udziwika, mwina pogwiritsa ntchito njira zodziwikiratu kapena kusanthula kowonekera, njira zoyenera zitha kukhazikitsidwa kuti zichotsedwe. Izi zingaphatikizepo kugwiritsa ntchito njira zomasulira zithunzi ndi kukonzanso, kapena kubisa kuwunika powonjezera zinthu zina kapena kusintha.

Ndikofunika kuzindikira kuti kuyesa kulikonse kochotsa chithunzi kuyenera kuchitidwa mkati mwazotsatira zamalamulo. Kujambula kumatha kukhala ndi ufulu wa kukopera, chinsinsi, kapena zoletsa zina zamalamulo, kotero ndikofunikira kulemekeza ndikuganizira izi panthawiyi.

Mwachidule, njira yochotsera chithunzi ingafune chidziwitso chaukadaulo ndi luso logwiritsa ntchito mapulogalamu osintha zithunzi. Kuleza mtima ndi kusamala ndizofunikira kuti tipeze zotsatira zokhutiritsa ndi kusunga kukhulupirika kwa chithunzi choyambirira. Izi zati, nthawi zonse ndikwanzeru kuwunika zoyenera kuchita komanso kuvomerezeka kwa njira zomwe zanenedwazo, ndikuwonetsetsa kuti mukutsatira malamulo omwe alipo komanso kulemekeza ufulu wa anthu omwe akukhudzidwa.