I have learned the overview and functionality of Siamese network as it is One Shot Learning, I have tried some link from web which can give the demo of face detection using Siamese.
But I am not able to find any demo in which all the steps like training dataset, verification and testing steps are there. Can anyone have any reference link in which I can just detect the face from camera and comapre it with my Training dataset and that functionality I want using Siamese whether it is using tensorflow or keras.
Here is an example what you are looking for. The author has explained very nicely with python script, to find the similarity between ships and ice-berg, which can be easily expandable to any other application.
Related
i am using labelImg tool for a graphical image annotation.
But for our education site, we would like to add this function of a graphical image annotation like labelImg into our web service.
https://github.com/tzutalin/labelImg
So Can we make labelling tool for data preparation for training on our website as one of function of data training?
Anyone have any idea concerned with this?
Ryan.
Labelimg is a desktop app that uses Qt for its UI. There exists solutions to run Qt in a Browser. See for example the solutions for Running Qt over the Web.
Otherwise I would recommend to explore other web-based tools for image annotation, e.g., the Computer Vision Annotation Tool (CVAT).
I hope you succeed in your endeavor.
To previous flags/deletion of my answer: As per Stackoverflow's code of conduct I did "make sure my answer provides at least a viable alternative. The answer can be “don’t do that”, but it should also include “try this instead”. Any answer that gets the asker going in the right direction is helpful". Please comment with further explanation why this is not a valid answer. Many thanks and all the best.
I am trying to do number plate recognition using teseract 4.0.0-beta.1. In the github page of tesseract, I found tesseract 4.0 training tutorial for different languages. But, I don't understand how to retrain this network for my use case. I searched for different blogs regarding retraining tesseract, but, was not able to find any. Can someone suggest me some blogs which explain the retraining portion of tesseract 4.0.0-beta.1 for different use cases?
I have deployed a regression model on azure ML , is it possible to get the model weights/coefficients of the model programatically from azure, rather than getting predicted value? .
I think you can do so, in your training experiment add an output to your evaluate model module then select deploy webservice right away without going through the predictive experiment option.
Once You publish and click the TEST button You should the values as below
No. Currently we do not feature exporting weights from the models including with Azure Machine Learning.
If you have a method for extracting weights from Python models, you may be able to work this out using the execute Python Script module.
The primary purpose of Azure Machine Learning is to make deployable and scalable web services from the machine learning modules. Though the authoring experience for creating ML models is great, it is not intended to be a place to create and export models, but instead a place to create and operationalize your models.
UPDATE New features may make this answer outdated.
I am creating a software for calculating gearbox parts using Swing and OpenGL (with JOGL).
With this software the calculated parts are shown in 3D. The following picture shows an example part:
At first the geometry is specified/calculated (tip/root Diameter, width, number of teeth...) and out of this data the 3D-part is created. This example part is made with JOGL-Code because it's easy to use for me and can be integrated in a Swing-GUI.
Now a played around a bit with JavaFX Application GUI's and decided to continue making my software in JavaFX because it offers everything i need, looks much better and so on. The problem is I can't use my JOGL-OpenGL graphics.
So here are the possibilities for me:
Search for a way to integrate OpenGL-graphics in a JavaFX-Application - but I googled a bit and this seems to be quite difficult and the possible solutions seem to be very slow.
Use JavaFX integrated 3D-graphics (TriangleMesh) - but this is difficult to understand and I can't find good examples to learn it.
Any other solution?
Can you please help me finding a good solution? What would you do? My favorite would be to continue using OpenGL, but is there any good solution for this yet?
If you are looking for some JavaFX 3D resources that may help you decide whether its already mature or not, these are available, among others:
3DViewer here from the OpenFJX project.
InteractiveMesh importers and browser.
F(X)yz, a new JavaFX 3D library that provides additional primitives, composite objects, controls and data visualizations that the base JavaFX 8 3D packages do not have.
Multimodel3DFX, repository contains the code for the example shown on the article "Building Castles in the Sky. Using JavaFX 3D to model historical treasures" published in Oracle Java Magazine, issue from November/Dicember 2014.
Using a PolyLine3D from F(X)yz and the Multimodel3DFX plaftorm I was able to extrude a 2D polyline of a spur gear, so you can see how it's rendered in a JavaFX 3D subscene:
These are also mathematical 3D models generated using the F(X)yz library, all of them based on TriangleMesh.
As you can see, JavaFX 3D API, with its pros and cons, can be easily extended to achieve complex tasks.
I'm working as a part-time developer on a GIS application project and my project manager wants to me to do automated testing of project. I tried looking for solutions that can be helpful.
I found EggPlant -
http://youtu.be/M8-8UkKSGG8
But from this video it seems that it is doing pixel by pixel matching of snap shots took from Google Maps.
Can anyone please help me with Automated GUI testing of GIS application, what tools can be used and if possible point me to some open source tools ( We are kinda short of funds ;-) )
AB,
eggPlant is a complete GUI driven test tool. drop us a note on info#testplant.com and we will be happy to answer your specific queries.
This are some more videos for your reference -
Testing Based on Changing Conditions - http://www.youtube.com/watch?v=rlXkSmLg1rM
eggPlant UAV testing -http://www.youtube.com/watch?v=jcoIB4dZU0k&feature=related