mobilenetv3 tflite model input image size 320x320 crash in android

[WestbrookZero]

I used tensorflow object detection api to train MobileNetV3，https://github.com/tensorflow/models/blob/master/research/object_detection/samples/configs/ssdlite_mobilenet_v3_large_320x320_coco.config, Android Project At https://github.com/tensorflow/examples/tree/master/lite/examples/object_detection/android ,but crash, my input image size is 320. because ssdlite_mobilenet_v3_large_320x320_coco.config , default is 320, I used mobilenetv2 input image size is 300 ,and is right not crash , I don't how to modify. android log error: Fatal signal 11 (SIGSEGV), code 1, fault addr 0x20 in tid 5931 (inference)

[tensorflowbutler]

Thank you for your post. We noticed you have not filled out the following field in the issue template. Could you update them if they are relevant in your case, or leave them as N/A? Thanks. What is the top-level directory of the model you are using Have I written custom code OS Platform and Distribution TensorFlow installed from TensorFlow version Bazel version CUDA/cuDNN version GPU model and memory Exact command to reproduce

[Arylu]

I also met

[Tanmay-Kulkarni101]

There are two things you should have accounted for

  // Configuration values for the prepackaged SSD model.
  private static final int TF_OD_API_INPUT_SIZE = 320;
  private static final boolean TF_OD_API_IS_QUANTIZED = false;
  private static final String TF_OD_API_MODEL_FILE = "detect.tflite";
  private static final String TF_OD_API_LABELS_FILE = "file:///android_asset/labelmap.txt";
  private static final DetectorMode MODE = DetectorMode.TF_OD_API;

The details, with respect to the inputs. The input has to be 320x320.

Second, is to change the code below

      recognitions.add(
          new Recognition(
              "" + i,
              labels.get((int) outputClasses[0][i] + labelOffset),
              outputScores[0][i],
             detection));

With the following code-

        final int classLabel = (int) outputClasses[0][i] + labelOffset;
        if (inRange(classLabel, labels.size(), 0) && inRange(outputScores[0][i], 1, 0)) {
            recognitions.add(
                    new Recognition(
                            "" + i,
                            labels.get(classLabel),
                            outputScores[0][i],
                            detection));
        }
    }
    Trace.endSection(); // "recognizeImage"
    return recognitions;
  }

private boolean inRange(float number, float max, float min) {
    return number < max && number >= min;
}

I hope this helps.

[WestbrookZero]

@Tanmay-Kulkarni101 Thanks for help , but it is still crash. Log is below : /data/app/com.pateonavi.naviapp-3W3Q14BCf_a4RzFYXbDtAg==/lib/arm/libtensorflowlite_jni.so /data/app/com.pateonavi.naviapp-3W3Q14BCf_a4RzFYXbDtAg==/lib/arm/libtensorflowlite_jni.so /data/app/com.pateonavi.naviapp-3W3Q14BCf_a4RzFYXbDtAg==/lib/arm/libtensorflowlite_jni.so /data/app/com.pateonavi.naviapp-3W3Q14BCf_a4RzFYXbDtAg==/lib/arm/libtensorflowlite_jni.so /data/app/com.pateonavi.naviapp-3W3Q14BCf_a4RzFYXbDtAg==/lib/arm/libtensorflowlite_jni.so (Java_org_tensorflow_lite_NativeInterpreterWrapper_run+26) /data/app/com.pateonavi.naviapp-3W3Q14BCf_a4RzFYXbDtAg==/oat/arm/base.odex (offset 0x4f000) (org.tensorflow.lite.NativeInterpreterWrapper.run+120) A/DEBUG: #06 pc 00417d75 /system/lib/libart.so (art_quick_invoke_stub_internal+68) A/DEBUG: #07 pc 003f14bb /system/lib/libart.so (art_quick_invoke_static_stub+222) A/DEBUG: #08 pc 000a1043 /system/lib/libart.so (art::ArtMethod::Invoke(art::Thread, unsigned int, unsigned int, art::JValue, char const)+154) A/DEBUG: #09 pc 001e890d /system/lib/libart.so (art::interpreter::ArtInterpreterToCompiledCodeBridge(art::Thread, art::ArtMethod, art::ShadowFrame, unsigned short, art::JValue)+232) A/DEBUG: #10 pc 001e35e9 /system/lib/libart.so (bool art::interpreter::DoCall<false, false>(art::ArtMethod, art::Thread, art::ShadowFrame&, art::Instruction const, unsigned short, art::JValue)+776) A/DEBUG: #11 pc 003ecfbb /system/lib/libart.so (MterpInvokeStatic+130) A/DEBUG: #12 pc 0040ac94 /system/lib/libart.so (ExecuteMterpImpl+14612) A/DEBUG: #13 pc 00798b90 /data/app/com.pateonavi.naviapp-3W3Q14BCf_a4RzFYXbDtAg==/oat/arm/base.vdex (org.tensorflow.lite.NativeInterpreterWrapper.run+200) A/DEBUG: #14 pc 001c7f61 /system/lib/libart.so (_ZN3art11interpreterL7ExecuteEPNS_6ThreadERKNS_20CodeItemDataAccessorERNS_11ShadowFrameENS_6JValueEb.llvm.2696875303+352) A/DEBUG: #15 pc 001cc82f /system/lib/libart.so (art::interpreter::ArtInterpreterToInterpreterBridge(art::Thread, art::CodeItemDataAccessor const&, art::ShadowFrame, art::JValue)+146) A/DEBUG: #16 pc 001e35d3 /system/lib/libart.so (bool art::interpreter::DoCall<false, false>(art::ArtMethod, art::Thread, art::ShadowFrame&, art::Instruction const, unsigned short, art::JValue)+754) A/DEBUG: #17 pc 003ebfdf /system/lib/libart.so (MterpInvokeVirtual+442) A/DEBUG: #18 pc 0040ab14 /system/lib/libart.so (ExecuteMterpImpl+14228) A/DEBUG: #19 pc 007983a4 /data/app/com.pateonavi.naviapp-3W3Q14BCf_a4RzFYXbDtAg==/oat/arm/base.vdex (org.tensorflow.lite.Interpreter.runForMultipleInputsOutputs+10) A/DEBUG: #20 pc 001c7f61 /system/lib/libart.so (_ZN3art11interpreterL7ExecuteEPNS_6ThreadERKNS_20CodeItemDataAccessorERNS_11ShadowFrameENS_6JValueEb.llvm.2696875303+352) A/DEBUG: #21 pc 001cc77b /system/lib/libart.so (art::interpreter::EnterInterpreterFromEntryPoint(art::Thread, art::CodeItemDataAccessor const&, art::ShadowFrame)+82) A/DEBUG: #22 pc 003df823 /system/lib/libart.so (artQuickToInterpreterBridge+890) A/DEBUG: #23 pc 0041c2ff /system/lib/libart.so (art_quick_to_interpreter_bridge+30) A/DEBUG: #24 pc 0007e103 /dev/ashmem/dalvik-jit-code-cache (deleted) (com.tfdetection.tflite.TFLiteObjectDetectionAPIModel.recognizeImage+1426) A/DEBUG: #25 pc 00417dbb /system/lib/libart.so (art_quick_osr_stub+42) A/DEBUG: #26 pc 0024eb11 /system/lib/libart.so (art::jit::Jit::MaybeDoOnStackReplacement(art::Thread, art::ArtMethod, unsigned int, int, art::JValue)+1464) A/DEBUG: #27 pc 003f09b7 /system/lib/libart.so (MterpMaybeDoOnStackReplacement+86) A/DEBUG: #28 pc 004175f4 /system/lib/libart.so (ExecuteMterpImpl+66164) A/DEBUG: #29 pc 00436096 /data/app/com.pateonavi.naviapp-3W3Q14BCf_a4RzFYXbDtAg==/oat/arm/base.vdex (com.tfdetection.tflite.TFLiteObjectDetectionAPIModel.recognizeImage+226) A/DEBUG: #30 pc 001c7f61 /system/lib/libart.so (_ZN3art11interpreterL7ExecuteEPNS_6ThreadERKNS_20CodeItemDataAccessorERNS_11ShadowFrameENS_6JValueEb.llvm.2696875303+352) A/DEBUG: #31 pc 001cc82f /system/lib/libart.so (art::interpreter::ArtInterpreterToInterpreterBridge(art::Thread, art::CodeItemDataAccessor const&, art::ShadowFrame, art::JValue)+146) A/DEBUG: #32 pc 001e35d3 /system/lib/libart.so (bool art::interpreter::DoCall<false, false>(art::ArtMethod, art::Thread, art::ShadowFrame&, art::Instruction const, unsigned short, art::JValue*)+754) A/DEBUG: #33 pc 003ecbad /system/lib/libart.so (MterpInvokeInterface+1020) A/DEBUG: #34 pc 0040ad14 /system/lib/libart.so (ExecuteMterpImpl+14740) A/DEBUG: #35 pc 00426690 /data/app/com.pateonavi.naviapp-3W3Q14BCf_a4RzFYXbDtAg==/oat/arm/base.vdex (com.tfdetection.TFDetector.processImage+176)