All Questions
Tagged with django tensorflow
86
questions
0
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0
answers
43
views
I have problems loading a machine learning model on my Django site
I've build an image classification model that classifies images as one of three classes: cucumber, zucchini, or neither.
Now I want to deploy this model to a Django website but I am currently ...
- 17
0
votes
0
answers
49
views
Check failed: ret == 0 (11 vs. 0)Thread tf_Compute creation via pthread_create() failed
When I run keras.load_model and make_predict_function on a Django application that has been deployed on cPanel.
An error occurs: Check failed:
ret == 0 (11 vs. 0)Thread tf_Compute creation via ...
0
votes
1
answer
84
views
UnicodeEncodeError at / 'charmap' codec can't encode characters in position 18-37: character maps to <undefined>
I am trying to execute model.predict(image) in django, but I get an error
here i code
import keras.api.models
from keras.api.preprocessing.image import load_img, img_to_array
from keras.api....
- 1
0
votes
1
answer
40
views
Error in importing latest DeepSpeechModel: CreateModel failed with 'Failed to initialize memory mapped model.' (0x3000)
Thanks for your time checking my post.
In my Django project I created an API which is supposed be to trigged in view function where it runs the most recent deepspeech version (DeepSpeech: v0.9.3-0).
...
- 115
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42
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Deploy Tensorflow MoveNet for (near) real-time pose estimation
For a school project we are creating an application that performs pose estimation on children doing physical tests. Children are filmed using tablets. The frames get sent to a server for processing ...
- 27
0
votes
0
answers
613
views
Could not deserialize class 'Functional'
I did transfer learning to VGG16 model in order to classify images to cat or dog and here is portion of the code snippet:
prediction_layer = tf.keras.layers.Dense(1)
prediction_batch = ...
1
vote
1
answer
426
views
How to containerize Streamlit + Django web app?
I’m creating a web app that allows users to use some tensorflow models I’ve created. Nothing new here, streamlit would deal with this perfectly. The problem here is that I want the users to be able to ...
- 43
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votes
1
answer
391
views
can I use .h5 file in Django project?
I'm making AI web page using Django and tensor flow. and I wonder how I add .h5 file in Django project.
writing whole code in views.py file
but I want to use pre-trained model
not online learning in ...
0
votes
1
answer
471
views
Django GPU model deployed in Nivdia/Cuda container consumes all GPU memory [duplicate]
I'm using an Nvidia/Cuda container to host my Django website. It's a new deployment of an old website that used to utilize CPU scored models. The rationale for using the Nivida/Cuda docker is to ...
- 571
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177
views
Why is my Python for loop running out of memory?
I have a for loop in Python/Django to iterate over a long list of users and create recommendations for them using a saved tensorflow model:
def create_recommendations_for_users():
user_ids = User....
- 28.1k
0
votes
1
answer
1k
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I am facing '__init__(): incompatible constructor arguments.' error
I am trying object detection machine learning through Tensorflw; was following a video by
Nicholas Renotte. A year old video and while running the trainning module to covert my xml and jpg file into ...
1
vote
0
answers
124
views
DRF and TensorFlow in Production WSGI. How to load models only once for all requests
I've created an API using the Django Rest Framework. The API uses a model for object classification using TensorFlow. The initial load of TensorFlow (import tensorflow as tf) can take time to ...
- 1,058
1
vote
0
answers
193
views
docker- django build image, but don't run in linux server
in my ubuntu computer, I can build image and run with no error
but in linux server, when running, it stop at showing notification in red circle, than it is off but doesn't showing any error
I try ...
- 581
0
votes
2
answers
7k
views
TypeError: expected str, bytes or os.PathLike object, not JpegImageFile (or PngImageFile) in Django
When I am uploading a picture to check a picture according to tensorflow h5 model, I am loading the image using load_model of tensorflow.keras.models but it is not accepting. For JPG, it is showing ...
- 1,007
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votes
1
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612
views
What is "Type Error: can't pickle weakref objects"
I am trying to pickle.dump() an object with a model property that stores a Keras and TensorFlow model.
admin.py
def build(self, request, queryset):
count = 0
for p in queryset:
...
