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Questions tagged [tflite]

269 questions
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Image Segmentation in Flutter using deeplabv3 or another method but google ml kit

I developed app to remove image background using google MLKit Image. Image Segmentation does not give prices results., i studied Deeplabv3 has precise results. link is…
karamat subhani
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problem with converting .tflite model to .h using xxd -i model.tflite > model.h

when ever i try to convert my TensorFlow lite model from .tflite to .h model the file size before conversion is 1.9mb and after conversion its 11.5mb and I need to deploy it on esp32 but I don't know what am gonna to do that since the file size is…
saeed adeeb
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Flutter android bug on using tensorflow package tflite_flutter

I'm trying to use tensorflow lite packages from new flutter project connecting my samsung phone. I have only modified in android/app/build.gradle file compileSdkVersion 31 minSdkVersion 21 targetSdkVersion 31 and in…
Flutter Boi
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how to use mobilenetV3 small to train my custom dataset for object detection?

i want to train my dataset using mobilenetv3 small for object detection using google Colab. but its not provided in the model zoo. and i cant find the config file to train the model. is there any other way ? a link to the config file will help. I…
saeed adeeb
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How to concatenate datasets for tflite model maker?

Assume I have datasets loaded from different directories from tflite_model_maker import object_detector DIR_IMAGES_TRAIN1="/data_dir1" DIR_IMAGES_TRAIN2="/data_dir2" DIR_ANNOT_TRAIN1="/annot_dir1" DIR_ANNOT_TRAIN2="/annot_dir2" LABEL_MAP =…
zeroflaw
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React native Application with Tensorflow , mediapippe, cvzone

I am going to create a sign language recognition mobile application using React Native. I have already trained the model using Mediapipe and cvzone. but media pipe can not use directly for react native application? how can I do it? I am a beginner…
Tiran Jayasekara
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I'll create my own TFLITE and the Camera Detector Crash when ill run it on android

`private static final int TF_OD_API_INPUT_SIZE = 512; private static final boolean TF_OD_API_IS_QUANTIZED = false; private static final String TF_OD_API_MODEL_FILE = "model.tflite"; private static final String TF_OD_API_LABELS_FILE =…
RVC
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TensorFlow Lite for Microcontrollers: Didn't find op for builtin opcode 'REDUCE_PROD' version '1'

I am using a Seeed Studio XIAO to play some machine learning. I follow the tutorialhere The model in this example seems to have an input size of [None, time_steps * num_features]. In its case, the input instance to the model is [1, 119 samples * 6…
Yi Zheng
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Subgraph not found using TFLite runtime interpreter on Raspberry Pi 4 Model B 32-bit

I have converted a trained keras model (ResNet50) and converted it into a TFLite model. However, when I run it in the Raspberry Pi 4 Model B, it returns an error saying "subgraph not found in the model". Do I have to add anything to the keras model…
Ossas_
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How run trained tflite model for urbansound 8k dataset using python

I have trained a audio classification model URBANSOUND8k and converted it into tflite file how can we run the model for diffrent audio other than dataset code to run tflite model file . Audio Classification
Onkar Mane
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Converted tf.keras.layers.Conv2DTranspose to tflite can't run on the gpu

I tried to converting tf2 keras model with Conv2DTranspose layer to tflite. But after converting to tflite, this model generates automatically Shape and Pack operation. That is a quiet problem for me because these operation can't be supported by…
YeongHwa Jin
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Possible to generate heatmaps using tflite models?

To save server space I convert keras models (h5) to tflite format and I'd like to create heatmaps / saliency maps with the tflite models. Its easy to create a heatmap with a keras model, but tflite I have not seen any examples. Is it possible to do…
Forth Temple
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Unable to upgrade tflite-support.task to latest version

While trying to perform object detection on raspberry pi I need tflite-support.task library which is present in version greater than 0.4 but I am unable to upgrade it. ERROR: Could not find a version that satisfies the requirement…
Bhavya Shah
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tflite inference only predicts one label despite multiclass label training

I have trained a multiclass classifier for speech recognition using tensorflow. Then converted the model using tflite converter. The model can predict but it always outputs a single class. I suppose the problem is with the inference code because .h5…
Purulence
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TFLite quantization in multiple input

I have a model of saved_model format, and I need convert it to tflite with quantization. The problem is model have two input nodes, named "serving_default_input.1" and "serving_default_input.81", and I'm confuse about code of convertion. I write…
heiheihei
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