P\hRSSKrSSKrSSKrSSKJrJr SSKrSSK r SSK r SSK r Sr g)N)load_encodingsmark_attendancec[R"S5 [R"S5nUGbSn[US5nUR UR 55 SSS5 0n[ R"S5nUR5nURS5R5nUHKupx[R"[R"U55n Xs;a/X7'X7RU 5 MM SSS5 [ R""U5n [ R$"U 5n U (d[R&"S5 gU S n UR)5HIup}[ R*"XS S 9nS U;dM"[-U5 [R."S US35 Us $ [R&"S5 g!,(df  GNs=f!,(df  N=f)zZProcesses a photo from the user's device camera for face recognition and marks attendance.zaPlease use your device's camera to mark attendance. Look directly at the camera for best results.zTake a photo to mark attendanceNztemp_attendance.jpgwbzapp/facial_attendance_db.dbzeSELECT USERS.name, USER_IMAGES.encoding FROM USERS JOIN USER_IMAGES ON USERS.id = USER_IMAGES.user_idz#No face detected. Please try again.rg?) toleranceTzAttendance marked for !z8Face not recognized. Please register first or try again.)stinfo camera_inputopenwrite getbuffersqlite3connectcursorexecutefetchallnparrayjsonloadsappendface_recognitionload_image_fileface_encodingserroritems compare_facesrsuccess) uploaded_imgimg_pathfregistered_usersconnrresultsname encoding_jsonencodingimgr face_encoding encodingsmatchess /-/$* &--h7 (/<..x8)88= HH: ; &q) /557OD&44YY]^Gw% 3D6;< 8 KL 7" !< ;s G ?BG G G+) timernumpyr app.utilsrr streamlitr rrosr.r-r6s" 5 "r5