All Questions
Tagged with tensorflow models
11 questions
0
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17
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How to print intermediate shapes in a Keras Functional API model_builder during graph construction?
I am trying to debug my model_builder function in Keras Functional API by printing the shapes of intermediate tensors. However, none of the methods I have tried so far seem to work as expected.
Here's ...
-1
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1
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40
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1
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1
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36
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Can I do incremental learning with different loss function in neural networks?
I have a saved tensorflow neural network model. I was wondering if it's possible to incrementally train the model but with different nt loss function.
- 111
0
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1
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128
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Transfer learning using pretrained tensorflow object detection model [closed]
I am new to AI/ML and wanted to seek guidance as I am totally lost. I will simplify my issue as follows:
Let's say I would like to detect apples and oranges in images.
I would like to leverage a pre-...
- 25
0
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1
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273
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What is actually being saved in the file when you save a model? For example a Tensorflow SavedModel file [closed]
I'm building a feature for my application that requires reading the properties of a saved ML model file (after it's trained). However, as I am pretty new to this field, I don't really understand the ...
- 113
1
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1
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518
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Is it possible to write/build an AI model without using Frameworks? [closed]
I'm a relatively newbie in this world of Artificial Intelligence, although I am able to use frameworks such as Tensorflow and also understand the general concepts behind training weights and ...
- 113
4
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1
answer
1k
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Is there a machine learning model that can be trained with labels that only say how "right" or "wrong" it was?
I'm trying to find the name for a model that is used to output a decision (maybe something like right, left, or ...
- 151
4
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4
answers
4k
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How to embed/deploy an arbitrary machine learning model on microcontrollers?
Say I have a machine learning model trained on a laptop and I then want to embed/deploy the model on a microcontroller. How can I do this?
I know that TensorflowLite Micro generates a C header to be ...
- 201
2
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1
answer
4k
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Is "dataset size" and "model size" same thing? [closed]
I mean what is determine my model size, connection amount between layers and neurons, or size of my dataset?
- 31
3
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2
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383
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Is there a simple way of classifying images of size differing from the input of existing image classifiers?
Most image classifiers like Inception-v3 accept images of about size 299 x 299 x 3 as input. In this particular case, I cannot resize the image and lose resolution. Is there an easy solution of ...
- 233
1
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1
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602
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How do I normalise/un-normalise data when loading a model?
I am following this TensorFlow JS tutorial where you load car data. The data looks like this:
[{x:100, y:20}, {x:80, y:33}]
X is the horsepower of a car, Y is ...
- 167