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Saat user melakukan verifikasi wajah maka gambar wajah harus dipreprocess terlebih dahulu untuk mengetahui kelayakan face image yg akan diproses model. Beberapa metode preprocessing image yang dapat dilakukan adalah :
- Blurr detection
- Clarity detection
- Image noise reduction
- contrast enhancement
- image resizing
- color correction
- face allignments
more at :
- https://stackoverflow.com/questions/63592160/preprocessing-methods-for-face-recognition-in-python
- https://globaljournals.org/GJCST_Volume12/2-Preprocessing-Technique-for-Face-Recognition.pdf
- https://bisite.usal.es/archivos/study_of_the_pre-processing_impact_in_a_facial_recognition_system.pdf
- https://medium.com/@rashbawah/image-preprocessing-for-facial-recognition-the-most-important-steps-in-python-with-opencv-58f952307cc2
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