Questions tagged [mlmodel]
98 questions
0
votes
1 answer
How to train a LM model with whole word masking using Pytorch Trainer API
I am thinking of fine tuning model by training Language Model from scratch. I have couple of basic questions related to this:
I wanted to use whole-word-masking in training LM from scratch. I could not have found how to apply this option using…
MAC
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How do I print images from this model?
I have this model.
In Mac, when an image is input, it detects objects and represents what it is.
https://i.stack.imgur.com/qdFBr.png
However, this model has four outputs.
I think the first output is the result.
So I converted the results into an…
Mammam
- 1
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1 answer
Couldn't convert MobileNet V2 PyTorch to mlmodel using CoreML tools
I want to convert PyTorch MobileNet V2 pre-trained model to .mlmodel using coremltools. here is my code:
import torchvision
import torch
import coremltools as ct
# Load a pre-trained version of MobileNetV2
torch_model =…
Amine Sehaba
- 122
- 6
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1 answer
What does CreateML mean with "Expected directory at URL at "testing.csv"?
I used CreateML to train mlmodels in the past and it has been working perfectly fine, but here is my problem: I am using training and testing data with 11 labels. When adding the files, the CreateML starts. Once it gets to the evaluation stage, it…
yoKurt
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1 answer
How to center a graph view or Tree View in flutter?
InteractiveViewer(
constrained: false,
boundaryMargin: const EdgeInsets.all(20),
child: Container(
child: GraphView(
graph: graph,
algorithm:
…
Rohit
- 15
- 6
0
votes
1 answer
Use first MLModel MLMultiArray output as second MLModel MLMultiArray Input
I have two CoreML MLMModels (converted from .pb).
The first model outputs a Float32 3 × 512 × 512 MLMultiArray, which basically describes an image.
The second model input is a Float32 1 × 360 × 640 × 3 MLMultiArray, which is also an image but with a…
Roi Mulia
- 5,626
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1 answer
CoreML MLModel prediction progress
We are trying to understand how to visualize CoreML MLModel .predict "waiting time" for our users, UI-wise.
Is there any way to estimate the time or get the actual progress of the MLModel prediction?
Roi Mulia
- 5,626
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1 answer
Optimizing 'nested for loop' over MLMultiArray in Swift
I have a nested for loop (from here)
heatmaps is an MLMultiArray at shape of (14, 50, 60).
This code iterates 14 sub-arrays of shape (50,60), and finding the maximum for each value.
This is the code:
for k in 0..
jonb
- 845
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1 answer
Xamarin IOS CoreML Model Change Multipler (posenet)
I am using Xamarin IOS, I need to change the 'multipler' value of this CoreML MLModel as instructed here
'A model with a 0.50 multiplier is recommended for mobile.'
https://github.com/tensorflow/tfjs-models/tree/master/posenet
the model I'm…
Tyrone Linton
- 11
- 1
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1 answer
CGImage to CVPixelBuffer in Swift
I have an image, created like this:
let image = CGImage(jpegDataProviderSource: dataProvider!,
decode: nil, shouldInterpolate: false,
intent: CGColorRenderingIntent.defaultIntent)
Now I want to convert it to…
jonb
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0 answers
MlModel prediction returns nil
I converted an ONNX model to mlmodel and I'm unable to use the prediction function.
here is my model's input and output:
[enter image description here][1]
[1]: https://i.stack.imgur.com/6mY4H.png
i'm initializing the model and the input like…
Yarden
- 11
- 3
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2 answers
How to estimate a CoreML model's maximal runtime footprint (in megabytes)
Let's say I have a network model made in TensorFlow/Keras/Caffe etc.
I can use CoreML Converters API to get a CoreML model file (.mlmodel) from it.
Now, as I have a .mlmodel file, and know input shape and output shape, how can a maximum RAM…
olha
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Create a model using Create ML and find classes in metaData
I am using Create ML to create a .mlmodel file using a Image Classifier project.
Create ML, creates this file for 2 classes.
After dragging the created ML Model file , and adding it to compile sources, below code is able to find the file and create…
NNikN
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Flexible Shapes not working with ONNX to MLModel conversion using coremltools 4
I cannot get flexible shapes working with an ONNX model I am converting to a MLModel using coremltools 4.0. The source model is from PyTorch, but I cannot use the new unified conversion because coremltools at this time does not support a…
Jeshua Lacock
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unable to retrieve MLModel from CoreML Model Deployment
I am very new to CoreMl and I want to retrieve a model from Coreml model deployment which was released this year at WWDC.
I made an app that just classifies special and rare things and I uploaded that model.archive to the CoreMl Model deployment…
fouzan ahmed
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