siamese-network | Implementation of Siamese Neural Network in Caffe | Machine Learning library

by JKozerawski Python Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | siamese-network Summary

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

This is an implementation of the Inception V1 GoogleNet Siamese Neural Network (inspired by the work of Koch et al.). Network was trained using categories coming from the ILSVRC 2012 challange. Used net surgery to duplicate the Inception Network and copy its pretrained weights to its Siamese version.

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siamese-network has a low active ecosystem.

It has 11 star(s) with 5 fork(s). There are 1 watchers for this library.

It had no major release in the last 6 months.

There are 2 open issues and 0 have been closed. On average issues are closed in 945 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of siamese-network is current.

Quality

siamese-network has 0 bugs and 0 code smells.

Security

siamese-network has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

siamese-network code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

siamese-network does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

siamese-network releases are not available. You will need to build from source code and install.

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

Installation instructions are not available. Examples and code snippets are available.

It has 135 lines of code, 8 functions and 3 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

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

Init the network .
Splits a list of pairs into four text files .
Creates a list of pairwise pairs .
Crop a matrix .
Return random two images .
Get all images in list
Extract a single feature from an image .

Get all kandi verified functions for this library.

siamese-network Key Features

No Key Features are available at this moment for siamese-network.

siamese-network Examples and Code Snippets

No Code Snippets are available at this moment for siamese-network.

Community Discussions

Trending Discussions on siamese-network

Tensorflow: unsupported operand type(s) for -: 'Sequential' and 'Sequential'

Keras initializer error unexpected keyword argument 'dtype'

QUESTION

Tensorflow: unsupported operand type(s) for -: 'Sequential' and 'Sequential'

Asked 2020-Aug-24 at 21:08

I am following a Siamese Network tutorial to build a face recognition model with tensorflow

...

ANSWER

Answered 2020-Aug-24 at 21:08

Try calling tf.keras.abs like this:

Source https://stackoverflow.com/questions/63564333

QUESTION

Keras initializer error unexpected keyword argument 'dtype'

Asked 2020-Jul-01 at 10:53

I am trying to code a Siamese networks in Keras and Tensorflow, using this Jupiter Notebook as reference: https://github.com/hlamba28/One-Shot-Learning-with-Siamese-Networks/blob/master/Siamese%20on%20Omniglot%20Dataset.ipynb

When I create the model:

...

ANSWER

Answered 2020-Jul-01 at 10:50

For some reason this is calling the v2 tf.keras initializers instead of the compat.v1 initializers. You are using v1 tensorflow but trying to call a keyword from v2. To fix this please follow the steps to migrate to tensor flow V2 in the following link.

https://www.tensorflow.org/guide/migrate

Source https://stackoverflow.com/questions/62675004

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

Vulnerabilities

No vulnerabilities reported

Install siamese-network

You can download it from GitHub.
You can use siamese-network 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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