MUNIT | Multimodal Unsupervised Image-to-Image Translation | Computer Vision library

 by   NVlabs Python Version: munit_pytorch0.3 License: Non-SPDX

kandi X-RAY | MUNIT Summary

kandi X-RAY | MUNIT Summary

MUNIT is a Python library typically used in Artificial Intelligence, Computer Vision, Deep Learning, Generative adversarial networks applications. MUNIT has no bugs, it has no vulnerabilities and it has medium support. However MUNIT build file is not available and it has a Non-SPDX License. You can download it from GitHub.

Multimodal Unsupervised Image-to-Image Translation
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            kandi-support Support

              MUNIT has a medium active ecosystem.
              It has 2561 star(s) with 482 fork(s). There are 76 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 58 open issues and 42 have been closed. On average issues are closed in 32 days. There are 3 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of MUNIT is munit_pytorch0.3

            kandi-Quality Quality

              MUNIT has 0 bugs and 0 code smells.

            kandi-Security Security

              MUNIT has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              MUNIT code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              MUNIT has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              MUNIT releases are available to install and integrate.
              MUNIT 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.
              MUNIT saves you 509 person hours of effort in developing the same functionality from scratch.
              It has 1196 lines of code, 91 functions and 7 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed MUNIT and discovered the below as its top functions. This is intended to give you an instant insight into MUNIT implemented functionality, and help decide if they suit your requirements.
            • Generate the gradient
            • Perform forward computation
            • Compute the loss of the VGG
            • Calculates the loss for the GAN
            • Get all data loaders
            • Creates a data loader for images
            • Creates a data loader
            • Generate update function
            • Compute the KL divergence loss
            • Save the state of the optimizer
            • Prepare directory and checkpoint directory
            • Loads an inception model
            • Forward the input images
            • Write loss to training writer
            • Transform a list of images
            • Create a DataLoader for a dataset
            • Update the learning rate
            • Creates a dataset from a directory
            • Update the loss function
            • Generate a slerp interpolation
            • Update the state of the optimizer
            • Create parameters for the model
            • Resume the optimizer
            • Start the optimizer
            • Sample the model
            • Write an html file
            Get all kandi verified functions for this library.

            MUNIT Key Features

            No Key Features are available at this moment for MUNIT.

            MUNIT Examples and Code Snippets

            munit-zio,Usage,Resource management
            Scaladot img1Lines of Code : 37dot img1License : Permissive (MIT)
            copy iconCopy
            // define fixture with raw acquire/release effects
            // `options` contains metadata about current test like its name
            val rawZIOFunFixture = ZTestLocalFixture(options => ZIO.succeed(s"acquired ${options.name}")) {
              str => putStrLn(s"cleanup [$str  
            docker-testkit-munit,Usage
            Scaladot img2Lines of Code : 25dot img2License : Permissive (Apache-2.0)
            copy iconCopy
            lazy val root = (project in file("."))
              .configs(IntegrationTest)
              .settings(
                Defaults.itSettings,
                testFrameworks += new TestFramework("munit.Framework"),
                libraryDependencies += Seq(
                  "com.scalameta" %% "munit"                       
            munit-zio,Usage,ZLayers providing
            Scaladot img3Lines of Code : 20dot img3License : Permissive (MIT)
            copy iconCopy
            // accessor methods dependent on some `StatefulRepository` and `Service`:
            
            def clean: URIO[Has[StatefulRepository], Unit] = ZIO.service[StatefulRepository].flatMap(_.clean)
            def fetch: RIO[Has[Service], Unit] = ZIO.service[Service].flatMap(_.fetch)
            de  

            Community Discussions

            QUESTION

            Mocking Multiple connectors in the flow
            Asked 2022-Apr-08 at 15:13

            I have a flow where I have a connector to query and connector create record in Salesforce. I am a newbie to Mulesoft and the Munit tests. I just created a simple Munit tests for the flow with one connector to Salesforce. Just trying to do the same but running in to issue with the Munit tests with two mock

            Flow with two Salesforce connectors

            ...

            ANSWER

            Answered 2022-Apr-08 at 15:13

            It appears you are setting the condition for the mock but didn't actually set a value to replace the execution.

            See this example from the documentation:

            Source https://stackoverflow.com/questions/71799326

            QUESTION

            Deploying to Cloudhub, Munit tests fails that has Salesforce create connector
            Asked 2022-Apr-08 at 13:33

            I have a flow that has the Salesforce create connector, the Munit test that references the flow Runs fine locally. But when I try to deploy them to the CloudHub using the Azure Devops CI/CD pipeline throws error like

            ...

            ANSWER

            Answered 2022-Apr-08 at 13:33

            The problem is not with deployment itself, but with the MUnit test case. As you mentioned the Salesforce connector is not mocked and trying to connect. You should mock the subflow or the connector. Use the attributes of to select the right artifact to mock. As shown in the question is trying to mock a flow not shown in the question ("post:\opportunity:application\json:salesforce-system-api-config"). It seems that you really want to mock the Salesforce connector operation.

            You could execute the unit test locally, or without trying to deploy to verify it is working first.

            Source https://stackoverflow.com/questions/71790355

            QUESTION

            How to raise a Custom Error With Internal payload (error.errorMessage.payload) in MUnit
            Asked 2022-Apr-07 at 12:20

            A little description of the flow: I have a flow that is making an HTTP call to a REST Webservice. There are a couple of errors that we get as statusCode=500 but with different "errorCodes" inside the response body. This request connector is wrapped inside a try block with multiple on-error-continue based on the content of the response body in its "when" attribute. eg: error.errorMessage.payload.errorCode==CODE_A. Adding an image and source code of the flow below

            ...

            ANSWER

            Answered 2022-Apr-07 at 12:15

            You can try using something like this when mocking error for HTTP requests:

            Create the following DW file:

            httpError.dwl

            Source https://stackoverflow.com/questions/71778157

            QUESTION

            Error: matplotlib does not support generators as input in python code
            Asked 2021-Dec-12 at 01:06

            I am trying to generate a chart that shows the top 5 spending categories.

            I've got it working up to a certain point and then it says "matplotlib does not support generators as input". I am pretty new to python in general but am trying to learn more about it.

            Up to this point in the code it works:

            ...

            ANSWER

            Answered 2021-Dec-12 at 01:06

            Python knows a data type called “generators” which is a thing which generates values when asked (similar to an iterator). Very often it is cheaper to have a generator than to have a list produced up front. One example is that zip() function. Instead of returning a list of tuples it returns a generator which in turn would return one tuple after the other:

            Source https://stackoverflow.com/questions/70320062

            QUESTION

            Mule Dataweave Assertion Function haveKey is not validating keys with null values
            Asked 2021-Oct-26 at 03:11

            Does anyone know if the DW Assertions Function haveKey is expected to validate a key pair with the key value being null? It seems MUnit fails the assertion if the value is null as shown below: ...

            ANSWER

            Answered 2021-Oct-26 at 03:11

            I think the issue is that haveKey() uses as a parameter a matcher, not a string. Example:

            Source https://stackoverflow.com/questions/69716197

            QUESTION

            testing kafka and spark with testcontainers
            Asked 2021-Oct-07 at 15:22

            I am trying to check with testcontainers a streaming pipeline as a integration test but I don´t know how get bootstrapServers, at least in last testcontainers version and create a specific topic there. How can I use 'containerDef' to extract bootstrapservers and add a topic?

            ...

            ANSWER

            Answered 2021-Oct-07 at 15:22

            The only problem here is that you are explicitly casting that KafkaContainer.Def to ContainerDef.

            The type of container provided by withContianers, Containter is decided by path dependent type in provided ContainerDef,

            Source https://stackoverflow.com/questions/68914485

            QUESTION

            How to increase the total issuance of tokens in the system?
            Asked 2021-Sep-10 at 06:28

            When the first time I build and run the node-template , in the polkadot ui it Shows "total issuance 4.6116 MUnit" and I want to increase this. how can I do it.

            ...

            ANSWER

            Answered 2021-Sep-10 at 06:28

            Basically set some endowed accounts here. https://github.com/paritytech/substrate/blob/master/bin/node/cli/src/chain_spec.rs#L303

            Or use root to mint some token in this system. https://github.com/paritytech/substrate/blob/master/frame/balances/src/lib.rs#L314

            And there are still a lot of ways to do that. But all of them are done with pallet-balances.

            Source https://stackoverflow.com/questions/69115865

            QUESTION

            Can't reference two variables at once in SwiftUI
            Asked 2021-Jul-17 at 04:25

            This is really confusing me. When I do something to one variable, it's fine. But when one variable operates on another, it won't compile.

            ...

            ANSWER

            Answered 2021-Jul-17 at 04:25

            works without any problems for me on macos 12.beta, xcode 13.beta, target ios 15 and macCatalyst. This is the code I used for testing:

            Source https://stackoverflow.com/questions/68417303

            QUESTION

            Found Any required Int and unreachable code in pattern matching
            Asked 2021-Jul-14 at 13:53

            I'm making the following function in Scala that returns the largest element in a list of integers:

            ...

            ANSWER

            Answered 2021-Jul-14 at 13:53

            As @AlexeyRomanov notes, you likely have an import java.util.List which is shadowing the compiler-injected (thus lower priority) import scala._ (which would pull in scala.List which is a type alias for scala.collection.immutable.List). When importing java.util.List it's generally a good practice to rename the import in some way.

            Source https://stackoverflow.com/questions/68371923

            QUESTION

            st_contains matching: CRS Coordinate System Problem / mismatch
            Asked 2021-Jul-01 at 13:22

            I have two dataframes, df_points and df_polygon; I want to match based on points being within a given polygon. However, I am running into a few errors due to mismatch of CRS. This is what I have done:

            First, I needed both of these to be sf class; I checked the classes / CRS and converted as follows (running with output):

            ...

            ANSWER

            Answered 2021-Jul-01 at 13:22

            You can only transform a sf object to a new CRS if its current CRS is known. Your df_points has no CRS associated with it, so the transform fails.

            If, for example, df_points was in WSG84 (a reasonable guess, but you should make sure with its source) you could then do

            Source https://stackoverflow.com/questions/68041311

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

            Vulnerabilities

            No vulnerabilities reported

            Install MUNIT

            You can download it from GitHub.
            You can use MUNIT 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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