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hunglc007 / tensorflow-yolov4-tflite

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
https://github.com/hunglc007/tensorflow-yolov4-tflite
MIT License
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Apply yolov5 to Android #380

Open parksy2109 opened 3 years ago

parksy2109 commented 3 years ago

I would like to see the results by putting the yolov5 model in Android. So, after converting .pt to .tflite, I put it in the TF_OD_API_MODEL_FILE path, but I get an error. how can I use yolov5 model to use android?

The error message is as follows

Thanks

E/AndroidRuntime: FATAL EXCEPTION: main Process: org.tensorflow.lite.examples.detection, PID: 26144 java.lang.RuntimeException: Unable to start activity ComponentInfo{org.tensorflow.lite.examples.detection/org.tensorflow.lite.examples.detection.MainActivity}: java.lang.RuntimeException: java.lang.IllegalArgumentException: Internal error: Cannot create interpreter: Didn't find op for builtin opcode 'RESIZE_NEAREST_NEIGHBOR' version '3'

Registration failed.

    at android.app.ActivityThread.performLaunchActivity(ActivityThread.java:3779)
    at android.app.ActivityThread.handleLaunchActivity(ActivityThread.java:3943)
    at android.app.servertransaction.LaunchActivityItem.execute(LaunchActivityItem.java:85)
    at android.app.servertransaction.TransactionExecutor.executeCallbacks(TransactionExecutor.java:135)
    at android.app.servertransaction.TransactionExecutor.execute(TransactionExecutor.java:95)
    at android.app.ActivityThread$H.handleMessage(ActivityThread.java:2276)
    at android.os.Handler.dispatchMessage(Handler.java:106)
    at android.os.Looper.loop(Looper.java:246)
    at android.app.ActivityThread.main(ActivityThread.java:8424)
    at java.lang.reflect.Method.invoke(Native Method)
    at com.android.internal.os.RuntimeInit$MethodAndArgsCaller.run(RuntimeInit.java:596)
    at com.android.internal.os.ZygoteInit.main(ZygoteInit.java:1130)
 Caused by: java.lang.RuntimeException: java.lang.IllegalArgumentException: Internal error: Cannot create interpreter: Didn't find op for builtin opcode 'RESIZE_NEAREST_NEIGHBOR' version '3'

Registration failed.

    at org.tensorflow.lite.examples.detection.tflite.YoloV4Classifier.create(YoloV4Classifier.java:111)
    at org.tensorflow.lite.examples.detection.MainActivity.initBox(MainActivity.java:122)
    at org.tensorflow.lite.examples.detection.MainActivity.onCreate(MainActivity.java:68)
    at android.app.Activity.performCreate(Activity.java:8171)
    at android.app.Activity.performCreate(Activity.java:8155)
    at android.app.Instrumentation.callActivityOnCreate(Instrumentation.java:1309)
    at android.app.ActivityThread.performLaunchActivity(ActivityThread.java:3752)
        ... 11 more
 Caused by: java.lang.IllegalArgumentException: Internal error: Cannot create interpreter: Didn't find op for builtin opcode 'RESIZE_NEAREST_NEIGHBOR' version '3'

Registration failed.

    at org.tensorflow.lite.NativeInterpreterWrapper.createInterpreter(Native Method)
    at org.tensorflow.lite.NativeInterpreterWrapper.init(NativeInterpreterWrapper.java:72)
    at org.tensorflow.lite.NativeInterpreterWrapper.<init>(NativeInterpreterWrapper.java:63)
    at org.tensorflow.lite.Interpreter.<init>(Interpreter.java:237)
    at org.tensorflow.lite.examples.detection.tflite.YoloV4Classifier.create(YoloV4Classifier.java:109)
        ... 17 more
thaingoc2604 commented 2 years ago

@parky2109 Have you solved this problem yet?