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OpenCV의 딥러닝 모듈을 사용하여 안드로이드폰에서 딥러닝 네트워크를 실행하는 방법을 소개합니다.

MobileNet-SSD detection network를 caffee로 구현한 것을 안드로이드 폰에서 실행시켜 봅니다. 



OpenCV 튜토리얼을 참고하여 진행했습니다.


How to run deep networks on Android device

https://docs.opencv.org/master/d0/d6c/tutorial_dnn_android.html 



MobileNet-SSD detection network를 caffee로 구현한 것을 안드로이드 폰에서 실행시켜 봅니다. 

영상에서 다음 21가지를 인식합니다.


    private static final String[] classNames = {"background",
            "aeroplane", "bicycle", "bird", "boat",
            "bottle", "bus", "car", "cat", "chair",
            "cow", "diningtable", "dog", "horse",
            "motorbike", "person", "pottedplant",
            "sheep", "sofa", "train", "tvmonitor"};



최초작성 2019. 8. 27








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포스트 작성시에는 문제 없었지만 이후 문제가 생길 수 있습니다.
댓글로 알려주시면 빠른 시일내에 답변을 드리겠습니다.

여러분의 응원으로 좋은 컨텐츠가 만들어집니다.
지금 본 내용이 도움이 되었다면 유튜브 구독 부탁드립니다. 감사합니다 : )

유튜브 구독하기


제가 쓴 책도 한번 검토해보세요.

  1. ㅇㅇ 2019.09.10 23:29

    안녕하세요 포스트 잘보았습니다.
    속도가 느린것은 해결할 수 없는건가요?

    • Favicon of https://webnautes.tistory.com BlogIcon webnautes 2019.09.11 00:07 신고

      입력 이미지.크기를 작게 줄여서 실시간으로 실행시 속도 향상된 결과입니다. 다른 방법은 어떤게 있는지 모르겠네요

  2. Favicon of https://dodohan-horangii.tistory.com BlogIcon 도도한호랑이 2019.12.17 15:54 신고

    항상 감사합니다~

  3. david 2020.04.06 15:55

    안녕하세요. 좋은 강의글 잘 봤습니다.
    detections = detections.reshape(1, (int)detections.total() / 7);
    이부분은 왜 reshape 하는지, 뒷부분의 detections.total() / 7 어떤 과정에의해서 도출되는지 알 수 있을까요?

    • Favicon of https://webnautes.tistory.com BlogIcon webnautes 2020.04.06 21:27 신고

      그아래 for문 보시면 7개의 값을 가져오는 것을 볼 수 있습니다. 이런씩으로 검출결과를 가져온다고 이해하면 될듯합니다

  4. 이문규 2020.08.09 18:01

    안녕하세요. 포스트 잘 보았습니다.
    안드로이드 4.0 , OpenCV 4.3 버전으로 실습을 하였을 때,
    어플이 강제 종료 됩니다.
    로그캣은 아래와 같습니다.

    2020-08-09 17:55:49.306 15799-15799/? E/Zygote: isWhitelistProcess - Process is Whitelisted
    2020-08-09 17:55:49.309 15799-15799/? E/Zygote: accessInfo : 1
    2020-08-09 17:55:49.338 15799-15799/? E/com.samsung.ml: Not starting debugger since process cannot load the jdwp agent.
    2020-08-09 17:56:12.026 1276-1417/? E/Watchdog: !@Sync 4981 [2020-08-09 17:56:12.026] FD count : 749, wdog_way : softdog
    2020-08-09 17:56:41.246 830-830/? E/audit: type=1400 audit(1596963401.243:43067): avc: denied { kill } for pid=0 comm="swapper/3" capability=5 scontext=u:r:kernel:s0 tcontext=u:r:kernel:s0 tclass=capability permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
    2020-08-09 17:56:42.037 1276-1417/? E/Watchdog: !@Sync 4982 [2020-08-09 17:56:42.037] FD count : 749, wdog_way : softdog
    2020-08-09 17:57:00.001 1276-4479/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377376506 , orig nextNonWakeup=0
    2020-08-09 17:57:12.049 1276-1417/? E/Watchdog: !@Sync 4983 [2020-08-09 17:57:12.049] FD count : 749, wdog_way : softdog
    2020-08-09 17:57:36.700 8104-15837/? E/UPNSJobService: [UPNSService] psid is null
    2020-08-09 17:57:41.250 830-830/? E/audit: type=1400 audit(1596963461.247:43068): avc: denied { kill } for pid=0 comm="swapper/3" capability=5 scontext=u:r:kernel:s0 tcontext=u:r:kernel:s0 tclass=capability permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
    2020-08-09 17:57:42.060 1276-1417/? E/Watchdog: !@Sync 4984 [2020-08-09 17:57:42.060] FD count : 749, wdog_way : softdog
    2020-08-09 17:58:00.039 1276-4479/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377436545 , orig nextNonWakeup=0
    2020-08-09 17:58:00.040 1276-10945/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377436545 , orig nextNonWakeup=0
    2020-08-09 17:58:00.043 1276-13390/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377436545 , orig nextNonWakeup=0
    2020-08-09 17:58:00.044 1276-11454/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377436545 , orig nextNonWakeup=0
    2020-08-09 17:58:00.046 1276-11267/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377436545 , orig nextNonWakeup=0
    2020-08-09 17:58:00.048 1276-11908/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377436545 , orig nextNonWakeup=0
    2020-08-09 17:58:00.279 1276-11908/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377436545 , orig nextNonWakeup=0
    2020-08-09 17:58:00.360 1276-13549/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377436545 , orig nextNonWakeup=0
    2020-08-09 17:58:05.200 11746-15848/? E/pageboostd: prefetch start : app comkakaotalk
    2020-08-09 17:58:05.210 830-830/? E/audit: type=1400 audit(1596963485.203:43069): avc: denied { search } for pid=11746 comm="pageboostd" name="app_fonts" dev="sda37" ino=1725 scontext=u:r:pageboostd:s0 tcontext=u:object_r:app_fonts_data_file:s0 tclass=dir permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
    2020-08-09 17:58:05.210 830-830/? E/audit: type=1300 audit(1596963485.203:43069): arch=c00000b7 syscall=56 success=no exit=-13 a0=ffffff9c a1=7ae2c59800 a2=0 a3=0 items=0 ppid=1 pid=11746 auid=4294967295 uid=1000 gid=1000 euid=1000 suid=1000 fsuid=1000 egid=1000 sgid=1000 fsgid=1000 tty=(none) ses=4294967295 comm="pageboostd" exe="/system/bin/pageboostd" subj=u:r:pageboostd:s0 key=(null)
    2020-08-09 17:58:05.211 830-830/? E/audit: type=1327 audit(1596963485.203:43069): proctitle="/system/bin/pageboostd"
    2020-08-09 17:58:05.212 830-830/? E/audit: type=1400 audit(1596963485.207:43070): avc: denied { search } for pid=11746 comm="pageboostd" name="com.google.android.gms" dev="sda37" ino=7458 scontext=u:r:pageboostd:s0 tcontext=u:object_r:privapp_data_file:s0:c512,c768 tclass=dir permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
    2020-08-09 17:58:05.213 830-830/? E/audit: type=1300 audit(1596963485.207:43070): arch=c00000b7 syscall=56 success=no exit=-13 a0=ffffff9c a1=7ae2c59800 a2=0 a3=0 items=0 ppid=1 pid=11746 auid=4294967295 uid=1000 gid=1000 euid=1000 suid=1000 fsuid=1000 egid=1000 sgid=1000 fsgid=1000 tty=(none) ses=4294967295 comm="pageboostd" exe="/system/bin/pageboostd" subj=u:r:pageboostd:s0 key=(null)
    2020-08-09 17:58:05.213 830-830/? E/audit: type=1327 audit(1596963485.207:43070): proctitle="/system/bin/pageboostd"
    2020-08-09 17:58:05.230 11746-15848/? E/pageboostd: comkakaotalk, amt 85663744 scnt 97 fcnt 130
    2020-08-09 17:58:05.230 11746-15848/? E/pageboostd: prefetch end : app comkakaotalk data_amount 85663744
    2020-08-09 17:58:06.193 11746-15849/? E/pageboostd: prefetch start : app comgoogleandroidyoutube
    2020-08-09 17:58:06.198 11746-15849/? E/pageboostd: comgoogleandroidyoutube, amt 7573504 scnt 16 fcnt 10
    2020-08-09 17:58:06.198 11746-15849/? E/pageboostd: prefetch end : app comgoogleandroidyoutube data_amount 7573504
    2020-08-09 17:58:07.195 11746-15850/? E/pageboostd: prefetch start : app comnhnandroidsearch
    2020-08-09 17:58:07.201 11746-15850/? E/pageboostd: comnhnandroidsearch, amt 42565632 scnt 18 fcnt 0
    2020-08-09 17:58:07.201 11746-15850/? E/pageboostd: prefetch end : app comnhnandroidsearch data_amount 42565632
    2020-08-09 17:58:08.134 1276-11448/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377436545 , orig nextNonWakeup=0
    2020-08-09 17:58:08.194 11746-15851/? E/pageboostd: prefetch start : app cominstagramandroid
    2020-08-09 17:58:08.195 11746-15851/? E/pageboostd: cominstagramandroid, amt 0 scnt 3 fcnt 0
    2020-08-09 17:58:08.196 11746-15851/? E/pageboostd: prefetch end : app cominstagramandroid data_amount 0
    2020-08-09 17:58:09.194 11746-15852/? E/pageboostd: prefetch start : app comsamsungandroiddialer
    2020-08-09 17:58:09.197 11746-15852/? E/pageboostd: comsamsungandroiddialer, amt 4415488 scnt 13 fcnt 0
    2020-08-09 17:58:09.197 11746-15852/? E/pageboostd: prefetch end : app comsamsungandroiddialer data_amount 4415488
    2020-08-09 17:58:10.194 11746-15853/? E/pageboostd: prefetch start : app comsamsungandroidmessaging
    2020-08-09 17:58:10.197 11746-15853/? E/pageboostd: comsamsungandroidmessaging, amt 8007680 scnt 12 fcnt 1
    2020-08-09 17:58:10.197 11746-15853/? E/pageboostd: prefetch end : app comsamsungandroidmessaging data_amount 8007680
    2020-08-09 17:58:12.072 1276-1417/? E/Watchdog: !@Sync 4985 [2020-08-09 17:58:12.072] FD count : 795, wdog_way : softdog
    2020-08-09 17:58:13.194 11746-15854/? E/pageboostd: prefetch start : app comskttmapku
    2020-08-09 17:58:13.201 830-830/? E/audit: type=1400 audit(1596963493.195:43074): avc: denied { search } for pid=11746 comm="pageboostd" name="com.google.android.gms" dev="sda37" ino=5073 scontext=u:r:pageboostd:s0 tcontext=u:object_r:privapp_data_file:s0:c512,c768 tclass=dir permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
    2020-08-09 17:58:13.201 830-830/? E/audit: type=1300 audit(1596963493.195:43074): arch=c00000b7 syscall=56 success=no exit=-13 a0=ffffff9c a1=7ae2c4a8f0 a2=0 a3=0 items=0 ppid=1 pid=11746 auid=4294967295 uid=1000 gid=1000 euid=1000 suid=1000 fsuid=1000 egid=1000 sgid=1000 fsgid=1000 tty=(none) ses=4294967295 comm="pageboostd" exe="/system/bin/pageboostd" subj=u:r:pageboostd:s0 key=(null)
    2020-08-09 17:58:13.201 830-830/? E/audit: type=1327 audit(1596963493.195:43074): proctitle="/system/bin/pageboostd"
    2020-08-09 17:58:13.205 830-830/? E/audit: type=1400 audit(1596963493.199:43075): avc: denied { search } for pid=11746 comm="pageboostd" name="com.google.android.gms" dev="sda37" ino=7458 scontext=u:r:pageboostd:s0 tcontext=u:object_r:privapp_data_file:s0:c512,c768 tclass=dir permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
    2020-08-09 17:58:13.218 11746-15854/? E/pageboostd: comskttmapku, amt 26431488 scnt 42 fcnt 164
    2020-08-09 17:58:13.218 11746-15854/? E/pageboostd: prefetch end : app comskttmapku data_amount 26431488
    2020-08-09 17:58:16.192 11746-15855/? E/pageboostd: prefetch start : app comfantomepenguinisle
    2020-08-09 17:58:16.193 830-830/? E/audit: type=1400 audit(1596963496.187:43084): avc: denied { search } for pid=11746 comm="pageboostd" name="com.google.android.gms" dev="sda37" ino=7458 scontext=u:r:pageboostd:s0 tcontext=u:object_r:privapp_data_file:s0:c512,c768 tclass=dir permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
    2020-08-09 17:58:16.193 830-830/? E/audit: type=1300 audit(1596963496.187:43084): arch=c00000b7 syscall=56 success=no exit=-13 a0=ffffff9c a1=7ae2c4e5e0 a2=0 a3=0 items=0 ppid=1 pid=11746 auid=4294967295 uid=1000 gid=1000 euid=1000 suid=1000 fsuid=1000 egid=1000 sgid=1000 fsgid=1000 tty=(none) ses=4294967295 comm="pageboostd" exe="/system/bin/pageboostd" subj=u:r:pageboostd:s0 key=(null)
    2020-08-09 17:58:16.194 830-830/? E/audit: type=1327 audit(1596963496.187:43084): proctitle="/system/bin/pageboostd"
    2020-08-09 17:58:16.207 830-830/? E/audit: type=1400 audit(1596963496.199:43085): avc: denied { search } for pid=11746 comm="pageboostd" name="overlay" dev="dm-5" ino=217 scontext=u:r:pageboostd:s0 tcontext=u:object_r:vendor_overlay_file:s0 tclass=dir permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
    2020-08-09 17:58:16.211 11746-15855/? E/pageboostd: comfantomepenguinisle, amt 171417600 scnt 256 fcnt 54
    2020-08-09 17:58:16.212 11746-15855/? E/pageboostd: prefetch end : app comfantomepenguinisle data_amount 171417600
    2020-08-09 17:58:41.254 830-830/? E/audit: type=1400 audit(1596963521.247:43086): avc: denied { kill } for pid=0 comm="swapper/3" capability=5 scontext=u:r:kernel:s0 tcontext=u:r:kernel:s0 tclass=capability permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
    2020-08-09 17:58:42.084 1276-1417/? E/Watchdog: !@Sync 4986 [2020-08-09 17:58:42.084] FD count : 751, wdog_way : softdog
    2020-08-09 17:59:00.021 1276-4479/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377496527 , orig nextNonWakeup=0
    2020-08-09 17:59:00.024 1276-13390/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377496527 , orig nextNonWakeup=0
    2020-08-09 17:59:00.029 1276-13548/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377496527 , orig nextNonWakeup=0
    2020-08-09 17:59:00.074 15857-15857/? E/Zygote: isWhitelistProcess - Process is Whitelisted
    2020-08-09 17:59:00.076 15857-15857/? E/Zygote: accessInfo : 1
    2020-08-09 17:59:00.091 15857-15857/? E/oid.bixby.agen: Not starting debugger since process cannot load the jdwp agent.
    2020-08-09 17:59:00.779 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
    2020-08-09 17:59:00.864 1276-10950/? E/NetdEventListenerService: handleMessage: { when=0 what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@ff86344 target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
    2020-08-09 17:59:01.436 15857-15942/? E/ActivityThread: Failed to find provider info for com.samsung.android.smp.testreg.provider
    2020-08-09 17:59:01.461 1276-11452/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377496527 , orig nextNonWakeup=0
    2020-08-09 17:59:02.421 1276-11452/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377496527 , orig nextNonWakeup=0
    2020-08-09 17:59:02.444 1276-11452/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377496527 , orig nextNonWakeup=0
    2020-08-09 17:59:02.502 11329-13554/? E/memtrack: Couldn't load memtrack module
    2020-08-09 17:59:02.533 11329-13554/? E/memtrack: Couldn't load memtrack module
    2020-08-09 17:59:02.537 1276-11452/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377496527 , orig nextNonWakeup=0
    2020-08-09 17:59:02.551 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
    2020-08-09 17:59:02.569 1276-10950/? E/NetdEventListenerService: handleMessage: { when=-1ms what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@f498cc2 target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
    2020-08-09 17:59:02.837 1276-11452/? E/AlarmManager: Set nextNonWakeup as mNextNonWakeupDeliveryTime=377496527 , orig nextNonWakeup=0
    2020-08-09 17:59:12.096 1276-1417/? E/Watchdog: !@Sync 4987 [2020-08-09 17:59:12.095] FD count : 751, wdog_way : softdog
    2020-08-09 17:59:18.094 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
    2020-08-09 17:59:18.100 1276-10950/? E/NetdEventListenerService: handleMessage: { when=-1ms what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@1bba36c target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
    2020-08-09 17:59:32.443 11329-11791/? E/WakeLock: NlpWakeLock ** IS FORCE-RELEASED ON TIMEOUT **
    2020-08-09 17:59:41.258 830-830/? E/audit: type=1400 audit(1596963581.255:43087): avc: denied { kill } for pid=0 comm="swapper/3" capability=5 scontext=u:r:kernel:s0 tcontext=u:r:kernel:s0 tclass=capability permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
    2020-08-09 17:59:42.108 1276-1417/? E/Watchdog: !@Sync 4988 [2020-08-09 17:59:42.107] FD count : 751, wdog_way : softdog
    2020-08-09 18:00:03.523 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
    2020-08-09 18:00:03.538 1276-10950/? E/NetdEventListenerService: handleMessage: { when=0 what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@b220e94 target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
    2020-08-09 18:00:12.120 1276-1417/? E/Watchdog: !@Sync 4989 [2020-08-09 18:00:12.120] FD count : 751, wdog_way : softdog


    무슨 문제일까요??

    • Favicon of https://webnautes.tistory.com BlogIcon webnautes 2020.08.09 22:13 신고

      에러 메시지가 포함되지 않은 듯합니다.

    • BlogIcon 이문규 2020.08.10 10:48

      2020-08-10 10:42:02.663 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
      2020-08-10 10:42:02.666 1276-10950/? E/NetdEventListenerService: handleMessage: { when=-1ms what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@6b25584 target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
      2020-08-10 10:42:02.871 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
      2020-08-10 10:42:02.876 1276-10950/? E/NetdEventListenerService: handleMessage: { when=0 what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@814d16d target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
      2020-08-10 10:42:02.876 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
      2020-08-10 10:42:02.879 1276-10950/? E/NetdEventListenerService: handleMessage: { when=-1ms what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@ffa91a2 target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
      2020-08-10 10:42:04.218 7048-7048/? E/libprocessgroup: set_timerslack_ns write failed: Operation not permitted
      2020-08-10 10:42:04.222 7048-7048/? E/libprocessgroup: set_timerslack_ns write failed: Operation not permitted
      2020-08-10 10:42:09.391 830-830/? E/audit: type=1400 audit(1597023729.384:49375): avc: denied { kill } for pid=0 comm="swapper/2" capability=5 scontext=u:r:kernel:s0 tcontext=u:r:kernel:s0 tclass=capability permissive=0 SEPF_SM-G988N_10_0016 audit_filtered
      2020-08-10 10:42:10.228 7048-7048/? E/libprocessgroup: set_timerslack_ns write failed: Operation not permitted
      2020-08-10 10:42:10.233 7048-7048/? E/libprocessgroup: set_timerslack_ns write failed: Operation not permitted
      2020-08-10 10:42:16.528 1276-1417/? E/Watchdog: !@Sync 5800 [2020-08-10 10:42:16.527] FD count : 692, wdog_way : softdog
      2020-08-10 10:42:25.588 1276-13109/? E/SemContext.CaeProvider: setAttribute() : attribute is null!
      2020-08-10 10:42:25.592 938-989/? E/sensors-hal: is_restrict_mode:161, fread fail
      2020-08-10 10:42:25.898 938-938/? E/sensors-hal: ~sns_wakelock:54, ~sns_wakelock sensor_ssc_worker/device_position and _heldwakelock 0
      2020-08-10 10:42:29.547 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
      2020-08-10 10:42:29.557 1276-10950/? E/NetdEventListenerService: handleMessage: { when=0 what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@d1cb605 target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
      2020-08-10 10:42:29.664 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
      2020-08-10 10:42:29.672 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
      2020-08-10 10:42:29.673 1276-10950/? E/NetdEventListenerService: handleMessage: { when=0 what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@18d365a target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
      2020-08-10 10:42:29.692 1276-10950/? E/NetdEventListenerService: handleMessage: { when=0 what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@34bc08b target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
      2020-08-10 10:42:29.898 846-1300/? E/Netd: getNetworkForDns: getNetId from enterpriseCtrl is netid 0
      2020-08-10 10:42:29.910 1276-10950/? E/NetdEventListenerService: handleMessage: { when=0 what=10001 obj=com.android.server.connectivity.NetdEventListenerService$DnsResultParams@26d8568 target=com.android.server.connectivity.NetdEventListenerService$DnsEventHandler }
      2020-08-10 10:42:36.557 1276-4479/? E/ActivityManager: Sending non-protected broadcast com.sec.android.app.server.power.LOGGING from system uid 1000 pkg android
      java.lang.Throwable
      at com.android.server.am.ActivityManagerService.checkBroadcastFromSystem(ActivityManagerService.java:17429)
      at com.android.server.am.ActivityManagerService.broadcastIntentLocked(ActivityManagerService.java:18204)
      at com.android.server.am.ActivityManagerService.broadcastIntentInPackage(ActivityManagerService.java:18386)
      at com.android.server.am.ActivityManagerService$LocalService.broadcastIntentInPackage(ActivityManagerService.java:21286)
      at com.android.server.am.PendingIntentRecord.sendInner(PendingIntentRecord.java:484)
      at com.android.server.am.PendingIntentRecord.sendWithResult(PendingIntentRecord.java:288)
      at com.android.server.am.ActivityManagerService.sendIntentSender(ActivityManagerService.java:6769)
      at android.app.PendingIntent.sendAndReturnResult(PendingIntent.java:946)
      at android.app.PendingIntent.send(PendingIntent.java:917)
      at com.android.server.AlarmManagerService$DeliveryTracker.deliverLocked(AlarmManagerService.java:5206)
      at com.android.server.AlarmManagerService.deliverAlarmsLocked(AlarmManagerService.java:4287)
      at com.android.server.AlarmManagerService$AlarmThread.run(AlarmManagerService.java:4582)
      2020-08-10 10:42:36.570 1276-4479/? E/ActivityManager: Sending non-protected broadcast com.sec.media.action.AUDIOCORE_LOGGING from system uid 1000 pkg android
      java.lang.Throwable
      at com.android.server.am.ActivityManagerService.checkBroadcastFromSystem(ActivityManagerService.java:17429)
      at com.android.server.am.ActivityManagerService.broadcastIntentLocked(ActivityManagerService.java:18204)
      at com.android.server.am.ActivityManagerService.broadcastIntentInPackage(ActivityManagerService.java:18386)
      at com.android.server.am.ActivityManagerService$LocalService.broadcastIntentInPackage(ActivityManagerService.java:21286)
      at com.android.server.am.PendingIntentRecord.sendInner(PendingIntentRecord.java:484)
      at com.android.server.am.PendingIntentRecord.sendWithResult(PendingIntentRecord.java:288)
      at com.android.server.am.ActivityManagerService.sendIntentSender(ActivityManagerService.java:6769)
      at android.app.PendingIntent.sendAndReturnResult(PendingIntent.java:946)
      at android.app.PendingIntent.send(PendingIntent.java:917)
      at com.android.server.AlarmManagerService$DeliveryTracker.deliverLocked(AlarmManagerService.java:5206)
      at com.android.server.AlarmManagerService.deliverAlarmsLocked(AlarmManagerService.java:4287)
      at com.android.server.AlarmManagerService$AlarmThread.run(AlarmManagerService.java:4582)



      아아 죄송합니다.
      에러메세지 포함시켰습니다.

    • Favicon of https://webnautes.tistory.com BlogIcon webnautes 2020.08.10 19:59 신고

      로그캣 필터를 ERROR로 변경하고 실행시켜서 다시 확인해보세요.

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