OctConv | Tensorflow OctConv Implementation | Machine Learning library

by moodoki Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | OctConv Summary

OctConv is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow, Keras applications. OctConv has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However OctConv build file is not available. You can download it from GitHub.

Unofficial implementation of OctConv. 1D, 2D, 3D version. Interface identical to tf.keras.ConvxD, with additional alpha parameter.

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Support

OctConv has a low active ecosystem.

It has 4 star(s) with 1 fork(s). There are 3 watchers for this library.

It had no major release in the last 6 months.

OctConv has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of OctConv is current.

Quality

OctConv has no bugs reported.

Security

OctConv has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

OctConv is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

OctConv releases are not available. You will need to build from source code and install.

OctConv has no build file. You will be need to create the build yourself to build the component from source.

Top functions reviewed by kandi - BETA

kandi has reviewed OctConv and discovered the below as its top functions. This is intended to give you an instant insight into OctConv implemented functionality, and help decide if they suit your requirements.

Call the convolution layer
Adds a bias to the input tensor
Compute output shape
Compute the hr shape
Call tensorflow
Compute the causal padding

Get all kandi verified functions for this library.

OctConv Key Features

No Key Features are available at this moment for OctConv.

OctConv Examples and Code Snippets

No Code Snippets are available at this moment for OctConv.

Community Discussions

Trending Discussions on OctConv

Keras Custom Layer Receives same input shape every time

QUESTION

Keras Custom Layer Receives same input shape every time

Asked 2020-Apr-03 at 21:14

I'm Writing OctConv Convolution layer in keras extending the keras layer, i've written the following code.

...

ANSWER

Answered 2020-Apr-03 at 21:14

Your code might be fine. There seem to be problems with K.conv2d, as observed in this answer. One workaround to overcome this is to import keras from tensorflow (e.g. change all your keras imports to tensorflow.keras).

You will then need to make the following change:

Source https://stackoverflow.com/questions/60838057

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install OctConv

You can download it from GitHub.
You can use OctConv like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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