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spring98 / flutter-yolo-realtime-plugin

실시간 객체검출 플러그인 배포 (2023)
MIT License
9 stars 4 forks source link

issue while adding custom model #6

Open souvikm99 opened 8 months ago

souvikm99 commented 8 months ago

Running Gradle task 'assembleDebug'... 6.1s ✓ Built build/app/outputs/flutter-apk/app-debug.apk. I/flutter (18519): The Dart VM service is listening on **** E/AndroidRuntime(18519): FATAL EXCEPTION: pool-3-thread-1 E/AndroidRuntime(18519): Process: com.spring98.yolo_realtime_plugin_example, PID: 18519 E/AndroidRuntime(18519): com.facebook.jni.CppException: isTuple() INTERNAL ASSERT FAILED at "../../../../src/main/cpp/libtorch_include/arm64-v8a/ATen/core/ivalue_inl.h":1101, please report a bug to PyTorch. Expected Tuple but got String E/AndroidRuntime(18519): Exception raised from toTuple at ../../../../src/main/cpp/libtorch_include/arm64-v8a/ATen/core/ivalue_inl.h:1101 (most recent call first): E/AndroidRuntime(18519): (no backtrace available) E/AndroidRuntime(18519): at org.pytorch.NativePeer.forward(Native Method) E/AndroidRuntime(18519): at org.pytorch.Module.forward(Module.java:49) E/AndroidRuntime(18519): at com.spring98.yolo_realtime_plugin.CameraView$YoloImageAnalyzer.analyze(YoloRealtimePlugin.kt:255) E/AndroidRuntime(18519): at androidx.camera.core.ImageAnalysis.lambda$setAnalyzer$2(ImageAnalysis.java:528) E/AndroidRuntime(18519): at androidx.camera.core.ImageAnalysis$$ExternalSyntheticLambda2.analyze(Unknown Source:2) E/AndroidRuntime(18519): at androidx.camera.core.ImageAnalysisAbstractAnalyzer.lambda$analyzeImage$0$androidx-camera-core-ImageAnalysisAbstractAnalyzer(ImageAnalysisAbstractAnalyzer.java:286) E/AndroidRuntime(18519): at androidx.camera.core.ImageAnalysisAbstractAnalyzer$$ExternalSyntheticLambda1.run(Unknown Source:14) E/AndroidRuntime(18519): at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) E/AndroidRuntime(18519): at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:644) E/AndroidRuntime(18519): at java.lang.Thread.run(Thread.java:1012)

spring98 commented 7 months ago

sorry for late reply!

I think it would be helpful if you could answer a few questions.

  1. Which version of yolo did you use?

  2. How many GPUs were connected and used during training?

thank you

Dough-su commented 6 months ago

You can check if you forgot to change androidModelWidth and androidModelHeight. I spent nearly 4 hours debugging the kotlin part of the code and finally found that The size of tensor a (40) must match the size of tensor b (80) at non -singleton dimension 3

souvikm99 commented 6 months ago

i am using yolov5 and i trained it using colab A100 GPU and T4 in some versions.