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0 votes
1 answer
1k views

TensorFlow Lite Error in Release Build: java.lang.NoSuchMethodError: no non-static method "Lorg/tensorflow/lite/XnnpackDelegate;.<init>(JJ)V"

I am trying to make an Object Detection app based off the TensorFlow Lite Object Detection Android Demo. Everything works well when I run the debug variant, but when I run the release variant I get ...
Daniel Bank's user avatar
  • 3,919
1 vote
1 answer
3k views

How to apply metadata on tflite model?

I'm trying to launch TF Object detection Android app (https://github.com/tensorflow/examples/tree/master/lite/examples/object_detection/android) with a custom model I need to fix this issue java.lang....
Alexey Kolosov's user avatar
0 votes
1 answer
1k views

Tensorflow Lite Custom Object detection Model Error in Android app

could you please help to solve this error? I am testing a custom Object Detection model using TensorFlow Lite in Android App according to the documentation, but I have an error when the library tries ...
fah127's user avatar
  • 151
0 votes
2 answers
1k views

The TFLite Android app throws Fatal Error: "Buffer Overflow Exception"

I recerntly tried to build an Object Detection Android App using TFLite model. I built my own custom model (a Keras Model in HDF5 format) and converted the model succesfully into a custom TFLite model ...
Abhi Avadhani's user avatar
0 votes
3 answers
988 views

Is it possible to run ssd_mobilenet_v1_fpn on Android for inference?

I'm making an object detection app for Android, I got good performance while training with ssd_mobilenet_v1_fpn model. I exported frozen inference graph, converted to tflite and quantized it to ...
vito filomeno's user avatar
2 votes
1 answer
2k views

TFLite - Object Detection - Custom Model - Cannot copy to a TensorFlowLite tensorwith * bytes from a Java Buffer with * bytes

I'm trying to create a model to recognise drawed shapes but I'm pretty new in Tensorflow and I can't make it work. I was able to create my model following these steps https://medium.com/over-...
SolArabehety's user avatar
  • 8,616
0 votes
1 answer
739 views

what should be the input and output forom of variables for float object detection model

https://storage.googleapis.com/download.tensorflow.org/models/tflite/mobilenet_ssd_tflite_v1.zip I am making an android object detection app with gpu delegate support. The above link is for ...
user avatar
-1 votes
1 answer
66 views

TensorFlowlite Object detection demo app activity(Android studio) won't launch

Trying to tweak the app by launching the DetectorActivity(main activity that does the detection) only when a button is clicked. So within the source code, I've added a class "Main Activity", set it ...
wubba_luba23's user avatar
0 votes
2 answers
2k views

How can I add text to speech in tensorflow lite object detection android based application?

I am building an app that will helps the blind peoples to detect hurdles in their way. For this purpose, i need the application to speak that the object name (i.e Chair,Table) whenever any object is ...
Farooq's user avatar
  • 23
1 vote
0 answers
379 views

How to integrate a custom tensorflow lite client in android

I am trying to reproduce the work defined in tensorflow/models/research to build a custom object detection model to run in android. I am able to get all the way to build a detect.tflite FlatBuffer ...
Rich's user avatar
  • 975
2 votes
2 answers
5k views

TensorFlow Lite - Object Detection API YOLOv3

I want to implement a TFLite Classifier based on YOLOv3 for Android. I'm a little noob with tensorflow lite object detection code... I want to start from this implementation of Object Detection ...
med's user avatar
  • 129
1 vote
1 answer
165 views

How to integrate an object detection model made in tensorflow with android app?

I am currently retraining one of tensorflow’s neural net models for object detection. I was wondering how to actually use this model within the Android app so that I can get live frames or images from ...
MAS's user avatar
  • 84
2 votes
0 answers
352 views

Detecting Multiple Boxes in Object Detection using Tensorflow in Android App

I am trying to train my custom model for detecting "Raccoon" in the Android App with ssd_mobilenet_v1_pets.config. I have used ssd_mobilenet_v2_coco_2018_03_29 pre-trained model. After 20K training ...
Pardeep's user avatar
  • 21