OASIS | Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synth | Machine Learning library
kandi X-RAY | OASIS Summary
kandi X-RAY | OASIS Summary
This repository implements the OASIS model, which generates realistic looking images from semantic label maps. In addition, many different images can be generated from any given label map by simply resampling a noise vector (first two rows of the figure below). The model also allows to just resample parts of the image (see the last two rows of the figure below). Check out the paper for details, as well as the appendix, which contains many additional examples.
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Top functions reviewed by kandi - BETA
- Forward computation
- Calculate the class imbalance
- Calculate the loss of the target
- Get the n - 1 target of the given label
- Patch the replication callback
- Execute the replication callbacks
- Create a slave pipe
- Internal helper function
- Calculates the mean and variance of a list of intermediates
- Compute mean and bias variance
- Read command line arguments
- Add common arguments to the given parser
- Load iteration iteration
- Print the options to stdout
- Save training images
- Save batch images
- Color a tensor
- Convert a tensor
- Get data loader
- Returns the name of the dataset
- Compute FID for current iteration
- Calculate the distance between two Gaussians
- Compute the FIDF with validation
- Forward the forward function
- Compute FID and sigma
- Resets parameters
OASIS Key Features
OASIS Examples and Code Snippets
Community Discussions
Trending Discussions on OASIS
QUESTION
I'm parsing an XML file using ElementTree. In my case, the root of the tree is returned as an XML itself. How do I further parse it to extract the text inside the element ?
...ANSWER
Answered 2021-Jun-12 at 00:59You have to deal with the namespaces in your xml. So try this instead:
QUESTION
I have an XML file I am reading from and trying to deserialize into an object. I get this error when I try:
System.InvalidOperationException: 'There is an error in XML document (2, 2).' InvalidOperationException: was not expected.
Here is the XML file:
...ANSWER
Answered 2021-Jun-11 at 17:40I think there are a number of issues here, more specifically with the Generated Code for the XML.
In Visual Studio, I created a new Class and copied your XML content and used Edit -> Paste Special -> Paste XML as Classes.
Here's the generated code from that exercise:
QUESTION
I'm using FastAPI and I need to represent different STIX 2 objects (from MITRE ATT&CK) with a corresponding/equivalent Pydantic model in order to return them as a response JSON.
Let's consider the AttackPattern object.
...ANSWER
Answered 2021-Jun-11 at 08:46A possible and promising approach is to generate the Pydantic model starting from the corresponding JSON Schema of the STIX object.
Luckily enough the JSON schemas for all the STIX 2 objects have been defined by the OASIS Open organization on the GitHub repository CTI-STIX2-JSON-Schemas.
In particular, the JSON Schema for the Attack-Pattern is available here.
QUESTION
Actually, we use Google IdP as a SSO / SAML authentication type for our application. We have configured it to connect our users to our application and it works fine. But recently, we have also wanted to ask a reauthentication to our users for different actions that could happen during the application lifecycle.
In deeper details, when we send a SAML request to the Google Idp, we add the attribute ForceAuthn="true" in the node "AuthnRequest" and we also add a AuthnContextClassRef to ask explicitly that we want a reauthentication by credentials.
When we send this SAML request to the Google IdP, the problem is that the IdP server doesn't ask credentials to the end user and redirect directly to the application with a successful response.
Is that normal ? Does the Google IdP support the attribute ForceAuthn="true" ? I didn't find any documentation on this topic.
Here is an example of the SAML request that has been sent to the IdP:
...ANSWER
Answered 2021-Jun-10 at 09:00Official answer from Google support: "Google doesn't currently implement Single Log out/account reauthentication, for SAML authorized services. You may alternatively have the use of "session lengths"".
QUESTION
I have a Spring Boot app which uses Hibernate to generate the below query to a postgresql database. On a fast, local system (6 fast cores with HT, lots of ram, fast ssd) the query to the database runs at a reasonable 12-65 ms.
To my surprise, once I deployed to one of Digital Ocean's virtual servers, the response of the same query dropped to an unacceptable 150-250 ms or higher. Since this is still a test environment, with almost no data on or traffic to the server, I wasn't really expecting even the cheapest servers, with only 1 shared CPU and 2gb of ram, to have any problems with this query. Am I simply in the wrong here? Upgrading the CPU to something heavier increased the performance back to what I was expecting.
In any case, is there anything wrong with the below query? Can it be optimized further? Since it's an important part of the app, I want it to be as performant as possible. Since the joins are likely taking the majority of the execution time, I'm considering smashing all the tables together into one table, at which point I'd only need a large where clause to achieve the same but without the joins. Would that be faster?
...ANSWER
Answered 2021-Jun-07 at 09:09If you want to know where the time is spent, use a profiler like the Async Profiler: https://github.com/jvm-profiling-tools/async-profiler
IntelliJ has a nice integration for it, but you can also run it yourself: https://www.jetbrains.com/help/idea/async-profiler.html
QUESTION
echo $xml->asXML();
...ANSWER
Answered 2021-May-28 at 12:31Simple XML, is - as the name suggests, a very simple implementation and it looks for standard namespaces. You can use registerXPathNamespace to look for non custom ones. See example below that works for your code.
QUESTION
I am implementing SSO using an external Identity provider to which I do not have access yet.
The IDP metadata IDPSSODescriptor has one SingleSignOnService tag with a binding value of: urn:oasis:names:tc:SAML:2.0:bindings:HTTP-POST
Does this imply that I cannot initiate an authentication request to the SingleSignOnService location with a GET request or that the service will respond with a POST request?
...ANSWER
Answered 2021-May-27 at 00:43It means that the protocol endpoints that you will interact with expect POST interaction from the client (typically a browser). This is required these days for sending the assertion from the IdP to SP, but Redirect is usually acceptable in the case of the SP sending an AuthnRequest to the IdP.
QUESTION
I want to deploy the simple express application but I am stuck at a weird problem that I don't know how to solve. The problem is when I am writing the inline script in HTML file it is working perfectly fine but after using other js file instead of writing inline the Unexpected token: '<'
error occurs.
This is working
...ANSWER
Answered 2021-May-22 at 04:11Express isn't serving the main.js file, only index.html.
Try changing lines 9-11 to this:
QUESTION
I'm using the ITfoxtec Identity SAML2 library with Keycloak as IdP. When requesting the IdP metadata information, the ITfoxtec Identity SAML2 library seems not to recognize the tag and expects a as the top level element in the metadata xml. Use of is described in https://docs.oasis-open.org/security/saml/v2.0/saml-metadata-2.0-os.pdf
...ANSWER
Answered 2021-May-18 at 10:45I have released version 4.6.2-beta1 with support for reading SAML 2.0 metadata with a EntitiesDescriptor root element. The first EntityDescriptor element is selected.
Please let me know if it works for you.
QUESTION
Please how can I get value of attribute Value of element StatusCode in this XML:
...ANSWER
Answered 2021-May-18 at 13:55You can try with XmlDocument.
Note: since you have a name space (xmlns ...) all elements in your xml by default in name space. hence you are getting object reference error. I have updated the code and .netfiddle. please have a look
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