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Questions tagged [tflite]

269 questions
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8bit Quantization: Prediction outputs uncorrelated to underlying model

I quantized a basic TFLite regression model to int8 but the prediction output seems to be highly uncorrelated with the actual underlying model prior to quantizing it. All the code and steps taken to train and quantize the model are seen below to…
Bemz
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Can anyone suggest fixes for incorrect implementation of the best_float16.tflite model in Kotlin?

I'm having trouble deploying the best_float16.tflite model to Kotlin because it has a different data type compared to the code I'm following. Here are the differences I have identified... As you can see, there are differences in the output between…
ryan
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YoloV8 TFlite Python Predictions And Interpreting output

I am new to python, flutter and ML. I am trying to convert yolov8 to be a tflite model to later build a flutter application. I managed to convert yolov8e to a tflite model using the yolo export command. Before i move that model into flutter i am…
Aleshan
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Is there a way to use f32 format for Math ops in TFLite while keeping other ops in quantized format during Keras model conversion?

Possible way to skip quantization for certain layers / Ops in tflite converter Hello Everyone, Is there a possible way to skip quantization for certain layers / Ops when converting a keras model to tflite model? specifically for Math.ops supported…
user3288779
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Flutter : tflite_flutter run on iPhone in debug mode but not in release mode

I have a running application using which I can recognize faces. In that, .tflite model is working perfectly on Android. I am facing issues on iOS, in which the application is perfectly running in debug mode, but it is not working in release…
Am Ventures
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TFLite model gives totally wrong predictions in kotlin app

I converted a YOLOv5 model to TFLite and integrated it into a kotlin Android app for object detection. Before deploying the TFLite model in the app, it performed exceptionally well during testing and development. However, in the app there are the…
Fatema Shawki
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Grayscale a camera image in Flutter for tflite model input

I have created a tflite model for sign language. The input images for the model are required to be grayscaled. In the app, I take images from the camera stream and want to feed them to the model for inference. The images come in the format bgra in…
JP5
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Tflite custom object detection model for flutter application using google_mlkit_object_detection package

I'm trying to create a custom object detection model in tflite format so that I can use it in a flutter application with the google_mlkit_object_detection package. The first few models, I created using yolov8 and converted to tflite. The annotations…
gustavo martins
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Could not find method compile() for arguments [org.tensorflow:tensorflow-lite:+]

I am facing this Error while running tflite project a week ago it was perfectly but now i am facing this error i dont know why it happens FAILURE: Build failed with an exception. * Where: Build file…
Syed Zohaib Hassan
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compare between two images with face recognition using tflite_flutter but have issue in code

user will take a selfie and i will compare this photo with the back-end photo so i have two images i want to verify if the same person or not i'm using tflite_flutter 0.9.1 and installed install.bat this is the function i get from…
MikeNabil
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Convert YoloV8 to Tflite

I have trained a custom model using Yolov8. I want to implement this model in my flutter app through the "google_mlkit_object_detection: ^0.6.0" package, for that I must convert it to tflite. But when I run !yolo export model=best.pt…
gustavo martins
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Error (Xcode): Framework not found TensorFlowLiteC

while running my flutter project on ios, got this error. I basically use tfilte_flutter for face detection. I am having Mac M2.
Faisal Mushtaq
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How to Change Outputs on tflite model via tflite model maker

I have created a model which detects objects via android environment. Checking it, the outputs are "locator" and "image". It was an image classification model. I tried 2nd model but it has different output which are "image" "image1" "image2". I…
krank s
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App crashes while running tflite model on image

I was trying to run a tflite model I created from teachable machine on an image using I picked using image_picker, I'm using (flutter_tflite)[https://pub.dev/packages/flutter_tflite] package. app keeps crashes whenever I try to run model on…
Shanu
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Model size is smaller in .onnx format than in .tflite format

I have a pre-trained PyTorch model that I want to convert to TFlite. The model is from the seisbench API. I have used the code below for the conversion. The code has some checks to confirm that the various format conversions worked. I have followed…
Marco Esposito
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