OpenCV(Open Source Computer Vision) ɗakin karatu ne mai buɗe ido wanda aka haɓaka a cikin C/C++ wanda ke mai da hankali kan sarrafa hoto da hangen nesa na kwamfuta. Wannan ɗakin karatu yana ba da kayan aiki da ayyuka don aiwatar da ayyuka daban-daban na sarrafa hoto, daga ayyuka na asali kamar sassauƙan hotuna da gano gefuna zuwa ayyuka masu rikitarwa kamar gano abu, bin diddigin motsi, da sarrafa hangen nesa na kwamfuta.
Maɓalli Maɓalli na OpenCV
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Tsarin Hoto na asali: OpenCV yana ba da ayyuka don mahimman ayyuka kamar canjin hoto, ƙwanƙwasa, ƙirar hoto, blurring, kaifafawa, da daidaita haske.
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Gane Abu da Ganewa: Laburaren yana tallafawa algorithms don ganowa da gane abubuwa a cikin hotuna da bidiyo, gami da HOG(Histogram of Oriented Gradients), Haar Cascades, da zurfin gano abu na tushen koyo.
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Gudanar da hangen nesa na Kwamfuta: OpenCV yana ba da damar ayyuka masu alaƙa da hangen nesa na kwamfuta, kamar aiki tare da bayanan girgije mai ma'ana, karanta lambobin QR, tantance fuska, da bin diddigin motsi.
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Gudanar da Bidiyo: Laburaren yana goyan bayan sarrafa bidiyo tare da fasali kamar hakar firam, rikodin bidiyo, bin diddigin motsi, da gano abu a cikin bidiyo.
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Library Learning Machine: OpenCV yana ba da abubuwan more rayuwa don amfani da tsarin koyo na inji da hanyoyin sadarwa na jijiyoyi, suna taimakawa haɓaka aikace-aikacen da suka danganci hangen nesa na kwamfuta da sarrafa hoto.
Fa'idodin OpenCV
- Buɗe Tushen: OpenCV kasancewar buɗaɗɗen tushe yana ba da damar ci gaba da haɓaka al'umma da haɓakawa.
- Cross-Platform: Laburaren yana tallafawa dandamali da yawa da harsunan shirye-shirye, gami da C++, Python, da Java.
- Abokin Amfani: OpenCV yana ba da hanyar haɗin kai mai amfani don aiwatar da ayyukan sarrafa hoto cikin sauri.
- Fasaloli iri-iri: Daga ainihin sarrafa hoto zuwa hadadden hangen nesa na kwamfuta, OpenCV yana ba da duk abin da ake buƙata don aikace-aikacen da suka shafi hoto da yawa.
Aikace-aikace na OpenCV
- Gane fuska da gano abu a cikin hotuna da bidiyo.
- sarrafa hoton likita, kamar gano cuta a cikin hotunan X-ray ko MRI.
- Bibiyar motsi da sa ido kan tsaro.
- sarrafa hoto da bidiyo a cikin masana'antu, kamar duba ingancin samfur.
- Haɓaka haɓakar gaskiya da aikace-aikacen gaskiya na gaskiya.
Ribobi da Fursunoni
Ribobi:
- Buɗe tushen kuma kyauta don amfani.
- M da wadata a cikin fasali.
- Girke-girke da shirye-shirye goyon bayan harshe.
- Manyan al'umma masu haɓaka aiki.
- Abokan mai amfani don ainihin ayyukan sarrafa hoto.
Fursunoni:
- Ba koyaushe dace da hadaddun ayyuka ba, musamman a zurfin hangen nesa na kwamfuta da zurfin ilmantarwa.
- Zai iya jin rikitarwa ga masu farawa a cikin sarrafa hoto da shirye-shirye.