Questions tagged [machine-learning]

Implementation questions about machine learning algorithms. General questions about machine learning should be posted to their specific communities.

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module 'tensor flow' has no attribute 'Session and ConfigProto

enter image description heremodule 'tensorflow' has no attribute 'Session module 'tensorflow' has no attribute 'ConfigProto' enter image description here
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Google AI Platform fetch a list of input parameters of deployed model

I need to learn how to call any models that are deployed in Google AI Platform. Is there a way to get information by REST requesting what data the model expects and in what format? I know there is an ...
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22 views

RMSE for multidimensional data

For data that are one-dimensional or consist of a single column, calculating the error (RMSE) is simple. We can use python library, for instance from sklearn.metrics import mean_squared_error RMSE = ...
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receiving this error ('int' object is not subscriptable) while defining a image function

I receive this error ('int' object is not subscriptable) whenever I pass the image path for the below function , what mistake I did here ? def process_image(image): pil_image = Image.open(...
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Creating AUC-ROC for InceptionV3 retrained models

I followed this tutorial to retrain the InceptionV3 last layer. I'm wondering if it is possible to create AUC-ROC for the retrained InceptionV3 models that has 5 classes like these images below. this ...
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Issue unable to load specific weights in keras

I have a trained ResNet model I removed some of the layers from the architecture and when I try to load the model I get ValueError: You are trying to load a weight file containing 107 layers into a ...
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How do I improve my OpenCV recognition code to find upper body and also cut down on resources while having a CCTV stream as input?

How do I make my opencv recognition more accurate, I was just using haarcascade to find the upper body in a gray frame of my cctv, but it is taking a lot of resources and isn't giving a good enough ...
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33 views

Padding text sequences for conv1D change the output of the convolution

I found out that even if new tensorflow api (since 2.0) and Keras is practical because we do not need to perform padding every time (even with only one input) during inference performing padding ...
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How can I classify language from handwritten images?

I am working on an OCR project. I need to extract characters from handwritten images. Before that, I need to classify whether the images contain English text or Hindi text. For this, I trained a CNN (...
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30 views

Confusion matrix result is different than results display by the classification report

I am training 8 different models on (binary and multilabel classification) and I come up with some discrepancy between the confusion matrix displays and the classification report. F is 2020 sentences ...
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23 views

Why am I getting this error in Python ML model?

I face no problems in importing the dataset. However, when I run SMOTE or RandomUnderSampler I get the error (however, only in this dataset I face this problem not with others). I cannot even make out ...
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Develop CNN for satellite images with different channels and time period

this might be very vague question, but I'm stuck with where to start from and what to look into. I'm doing it for my school project So I have a classification dataset with shape (25000, 7, 3, 200, 200)...
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Avalanche site identification using computer vision and machine learning from single photograph

How to identify and mark any avalanche site in a single photograph using computer vision and machine learning? I have used canny edge detection algorithm using OpenCV to find a pattern for avalanche ...
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How to import python modules to python shell? [closed]

I'm currently reading the ebook "Neural networks and deep learning " by michael nielsen. I have already obtained the source code through git hub by using pyCharm, but when trying to import ...
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AttributeError: 'NoneType' object has no attribute 'shape' height, width = img.shape[:2]

when i am writing this augmentation code # It's also the final desired shape height, width = img.shape[:2] new_height, new_width = int(height * zoom_factor), int(width * zoom_factor) y1, x1 = max(0, ...

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