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0answers
55views
How can I project the 3D bounding boxes on an image [closed]
I am trying to project 3d bounding boxes on vehicles and pedestrians using a detector model. I ran the inference with 6 images and got output in the below format. Now i want to project the boxes on ...
- 1
0votes
0answers
30views
TensorArray read when size is 0
num_items function throwsin user code:File "/Users/anu/PycharmProjects/Siglip/KVCache.py", line 12, in num_items *tf.cond( self.key_cache.size() > 0,OutOfRangeError: Tried to read ...
- 3,228
1vote
1answer
49views
ValueError: Can't convert non-rectangular Python sequence to Tensor in text-classification problem
I am building a text classification system which requires a large preprocessing and training script. The script reads variable-length token sequences and attempts to build a tf.data.Dataset using ...
1vote
1answer
50views
EfficientNet-B7 Shape mismatch
working on project of image classification using efficientnet-B7 what is wrong in this code? why is the error showing when i run this line of code? the error stateShape mismatch in layer #1 (named ...
3votes
1answer
43views
How to fix ValueError: Only instances of keras.Layer can be added to a Sequential model when adding tensorflow_hub.KerasLayer?
I am learning TensorFlow and transfer learning, and I am trying to add a TensorFlow Hub feature extractor to a Keras Sequential model. But I get this error:ValueError: Only instances of keras.Layer ...
0votes
0answers
38views
Why is the wall time from the full trace different from the timer in the compute function?
In my custom operator(runs on cpu), I use butil::Timer to measure the time taken as shown below:void Compute(OpKernelContext* ctx) override { butil::Timer total_timer; total_timer.start(); ...
1vote
1answer
65views
TPU Initialization Fails (OpKernel Missing) Despite Active TPU Runtime in Kaggle
I am facing a persistent issue when trying to initialize the TPU in my notebook. I have already confirmed that:My account is Verified.The Notebook Accelerator is set to TPU.My TPU quota is ...
1vote
0answers
36views
Compatibility between streamlit and protobuf
I am unable to use the print(tf.version.VERSION) to check the tensorflow version. Reason being tensorflow looks for runtime_version in protobuf (from what I have learnt) and that is only supported in ...
- 683
2votes
0answers
64views
Issue Replicating TF-Lite Conv2D Quantized Inference Output
I am trying to reproduce the exact layer-wise output of a quantized EfficientNet model (TFLite model, TensorFlow 2.17) by re-implementing Conv2D, DepthwiseConv2D, FullyConnected, Add, Mul, Sub and ...
-4votes
0answers
31views
Tensorflow GPU use in python 3.13 [duplicate]
Im trying to use tensorflow with gpu on my windows device, i have python 3.13 venv. Is newer version of tensorflow support gou acceleration on windows. Ive read that it stopped in tensorflow version 2....
0votes
1answer
101views
PyInstaller - It does'nt generate an .exe file
I'm using pyinstaller main.spec command. The main.spec file is the next:# -*- mode: python ; coding: utf-8 -*-a = Analysis( ['main.py', 'flujo.py', 'flujo_if.py', 'descarga_manual.py', '...
0votes
1answer
56views
TensorFlow throws cuDNN/cuBLAS/cuFFT and MessageFactory errors on Kaggle
I am working on a Kaggle notebook where I am trying to import TensorFlow/Keras to build a simple neural network for tabular data.However, even with Accelerator = None (CPU only), TensorFlow fails ...
0votes
1answer
163views
Why does TFLite INT8 quantization decompose BatchMatMul (from Einsum) into many FullyConnected layers?
I’m debugging a model conversion using onnx2tf and post-training quantization issue involving Einsum, BatchMatMul, and FullyConnected layers across different model formats.Pipeline:ONNX → TF ...
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Advice
1vote
0replies
39views
Transfer Learning: How do I only save the parameter I trained to save disk space?
So, I am having a transfer learning project using VGG16, however as we all know its model size is over 500MB. I somply don't have enough disk space to save more than 200 instance of said model, ...
3votes
1answer
62views
Unable to import_model .h5 in an attemp to try classification because of "BatchNormalization could not be deserialized properly"
I've got a very small python script using a Model.h5 which should be loaded in order to classify some pictures.Here's my python script :import tensorflow as tffrom os import walkfrom keras.models ...
- 1,248
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