DynamicRouting | Learning Dynamic Routing for Semantic Segmentation | Machine Learning library

 by   Megvii-BaseDetection Python Version: Current License: Apache-2.0

kandi X-RAY | DynamicRouting Summary

kandi X-RAY | DynamicRouting Summary

DynamicRouting is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. DynamicRouting has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

This project provides an implementation for "Learning Dynamic Routing for Semantic Segmentation" (CVPR2020 Oral) on PyTorch. For the reason that experiments in the paper were conducted using internal framework, this project reimplements them on dl_lib and reports detailed comparisons below. Some parts of code in dl_lib are based on detectron2.
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            kandi-support Support

              DynamicRouting has a low active ecosystem.
              It has 334 star(s) with 39 fork(s). There are 12 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 31 have been closed. On average issues are closed in 40 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of DynamicRouting is current.

            kandi-Quality Quality

              DynamicRouting has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              DynamicRouting is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              DynamicRouting releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed DynamicRouting and discovered the below as its top functions. This is intended to give you an instant insight into DynamicRouting implemented functionality, and help decide if they suit your requirements.
            • Generate a base dataset
            • Get field names
            • Draws a box
            • Visualize feature maps
            • Default setup function
            • Collects the environment information
            • Setup the logger
            • Convert cityscapes scripts into a dictionary
            • Return the path handler for the given path
            • Copies the contents of src_path to dst_path
            • Load COCO data from a JSON file
            • The number of seconds in seconds
            • Register a coco separator
            • Load COCO
            • Forward computation
            • Convolutional transform
            • Collect environment information
            • Draw the thing predictions
            • Crop the bounding box and resizes it
            • Setup logger
            • Draw a panoptic segment prediction
            • Calculate the layer
            • Benchmark a function
            • Evaluate the model
            • Convert heatmaps to keypoints
            • Draws the predicted instances
            • Load cityscapes from images
            • Try to copy inputs of CUDAO OOM
            • Transform input tensors into GPU
            Get all kandi verified functions for this library.

            DynamicRouting Key Features

            No Key Features are available at this moment for DynamicRouting.

            DynamicRouting Examples and Code Snippets

            No Code Snippets are available at this moment for DynamicRouting.

            Community Discussions

            QUESTION

            Dynamic routes being added to router but don't work
            Asked 2019-Mar-14 at 05:02

            I have created an application in angular 6 which upon login takes the user to the main page. This page contains multiple links on both the navbar at the top (called toolbar) and the side bar on the left (called side-nav). I have created a custom dynamic routing service that would add links and their labels for the html templates.

            The paths are added to the router using router.config.unshift, and I have verified that these paths are added properly under config when I log the router in the console.

            The login page of my application has the root path (i.e ' ') and the Main page after login has the path /main (router configuration added below).

            The problem I seem to be having has 2 parts:

            1. whenever I click a link on the side-nav or the toolbar, the url on the address bar shows me localhost.com:4200/main/ and the page displayed is the NotFoundComponent (i.e it could not find the route). I don't want the path to be a child of /main but the root url (i.e ' '), because the navigation bar would be on every page, and this might bring up a situation like localhost:4200/main//// on clicking multiple items, which a is pretty bad design.

            2. If i try to manually add the path to the application eg. localhost:4200/ the same result is shown (NotFoundComponent). No matter what I do it simply cannot find the path, even though in console it's perfectly defined when I log the router.

            For testing purposes all my paths redirect me to a DummyComponent.

            Here is my code, I am sharing the code for my ToolbarComponent, and the Side Nav is pretty much the same except for a few bits and pieces:

            app.routing.ts:

            ...

            ANSWER

            Answered 2019-Mar-14 at 05:02

            Solved: The problem lied in my template: the value passed to routerLink needed to be modified, example here and solution here

            Source https://stackoverflow.com/questions/54982101

            QUESTION

            Refer to "link.path" while redirecting to root using [routerLink]
            Asked 2019-Mar-13 at 10:53

            I have an application that uses a typescript file for setting up links and within the template I use ngFor to interpolate through the links and build a navigation bar. Within those link objects there is a property called link.path containing the path to be redirected to. I use [routerLink] to redirect to the path required, which works fine, but I was not at the root url. I need to achieve this functionality, which appends the child route to the root of the application. However, after changing my implementation to:

            [routerLink]= '["/link.path"]'

            On click I am redirected to /link.path rather than / which naturally gives me a not found error.

            how do i change my expression above to show the actual value inside this parameter rather than giving me link.path as a string?

            component.ts

            ...

            ANSWER

            Answered 2019-Mar-13 at 10:53

            In Angular you can compose URL with respect of any path; [routerLink] provide the facility to provide string token or variables to make final path

            [routerLink]="['/', var, 'str']" = /var/str

            Source https://stackoverflow.com/questions/55139850

            QUESTION

            In Angular2, how to use resolve and promise to wait data load from server before app route render page
            Asked 2019-Mar-08 at 13:58

            I am working on Angular 6 application. I have requirements to load dynamic routes from database. so to achieve this I have injecting Routes service class (DynamicRoutingService) which is responsible to load static and dynamic routes from database and add in app.module.ts --> RouterModule.forRoot(RouteCollection).

            In DynamicRoutingService class, I am loading data using subscribe method, my issue is the page of requested url is render before subscribe method get http result hence, application throw error of invalid route.

            I am come across to use resolve and promise to solve this but not sure exactly I do that and that is where I need help

            app route resolver ...

            ANSWER

            Answered 2019-Mar-08 at 13:52

            I am not sure if you are using the correct aproach here to load dynamic routes. Resolvers in angular are helpers that prefetch data for an assigned route.

            Example 1:

            Source https://stackoverflow.com/questions/55061470

            QUESTION

            In Angular 6, providing route path via array throw error
            Asked 2019-Feb-06 at 16:27

            I Angular 6 application, I am passing angular routes from service class in format

            ...

            ANSWER

            Answered 2019-Feb-06 at 16:27

            Try destructuring assignment:

            this.router.config.unshift(...dynamicRoutes);

            Source https://stackoverflow.com/questions/54557260

            QUESTION

            ERROR Error: Uncaught (in promise): Error: Cannot match any routes. URL Segment: 'main/knowledge-base'
            Asked 2019-Jan-01 at 09:08

            I'm setting up dynamic routing for my application in angular 6, and when I run the application there are no compile errors, but once I click on a link (say, knowledge base) it gives me the following error:

            core.js:1673 ERROR Error: Uncaught (in promise): Error: Cannot match any routes. URL Segment: 'main/knowledge-base'

            I followed the tutorials Here and Here for applying dynamic routing to my application, which would allow components to create links, display them on screen and redirect when clicked. For testing I have created a dummyComponent, which would be used by every route initially, but will be replaced by actual components when this is working.

            However, due to the error above, I was not able to go anywhere with this. I tried browsing through the current solutions and the most relevant ones were this and this, but they wouldn't really solve the problem I'm having. Am I missing something perhaps?

            Here is my code:

            toolbar.component.ts

            ...

            ANSWER

            Answered 2019-Jan-01 at 09:08

            You are not defining any child route paths for /main. That is the reason you are getting that error. From what you have written, you can only route to /main. Add the following :

            You can either register different path directly as main/:somePath or add child routes to /main

            Method 1

            Source https://stackoverflow.com/questions/53994041

            QUESTION

            React Router - How to do IndexRedirect, Redirect with dynamic routing
            Asked 2017-Mar-04 at 14:32

            Previously, I put all routing in one file, like this

            ...

            ANSWER

            Answered 2017-Mar-04 at 14:32

            You have to use onEnter event.
            should be something like this:

            Source https://stackoverflow.com/questions/42597032

            QUESTION

            How to understand the webpack config in react-router project
            Asked 2017-Jan-09 at 20:15

            I am learning react-router dynamic routing from this link https://github.com/ReactTraining/react-router/blob/master/docs/guides/DynamicRouting.md. The huge-apps project is the one I am looking into. I cloned the react-router git repo from https://github.com/ReactTraining/react-router and followed the instruction to set it up. Everything works fine here. But I don't understand some parts of the configuration in webpack configuration under examples directory.

            Below is the output of the webpack config:

            ...

            ANSWER

            Answered 2017-Jan-08 at 04:48

            The React Router examples use webpackDevMiddleware to handle requests to __build__ resources, which serves files from in-memory.

            From server.js:

            Source https://stackoverflow.com/questions/41528972

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

            Vulnerabilities

            No vulnerabilities reported

            Install DynamicRouting

            Make sure that your get at least one gpu when compiling. Run:.
            git clone https://github.com/yanwei-li/DynamicRouting.git
            cd DynamicRouting
            sudo python3 setup.py build develop

            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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            gh repo clone Megvii-BaseDetection/DynamicRouting

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            git@github.com:Megvii-BaseDetection/DynamicRouting.git

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