SETR | CVPR 2021 ] Rethinking Semantic Segmentation | Machine Learning library

 by   fudan-zvg Python Version: Current License: MIT

kandi X-RAY | SETR Summary

kandi X-RAY | SETR Summary

SETR is a Python library typically used in Artificial Intelligence, Machine Learning, Tensorflow, Transformer applications. SETR has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers, Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip HS Torr, Li Zhang, CVPR 2021.
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              SETR has a medium active ecosystem.
              It has 926 star(s) with 143 fork(s). There are 33 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 9 open issues and 48 have been closed. On average issues are closed in 71 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of SETR is current.

            kandi-Quality Quality

              SETR has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              SETR is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              SETR 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.
              It has 18523 lines of code, 612 functions and 526 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed SETR and discovered the below as its top functions. This is intended to give you an instant insight into SETR implemented functionality, and help decide if they suit your requirements.
            • Load pretrained weights
            • Load a state dictionary from a URL
            • Convert pytorch model to MXNet
            • Generate embedding for a given image
            • Construct a Dataloader
            • Train a segmentor
            • Build a Dataloader
            • Concatenate a dataset
            • Get the root logger
            • Build a Dataset from the given configuration
            • Parse a requirements file
            • Wrap a loss function
            • Reduce loss
            • Parse command line arguments
            • Forward forward computation
            • Run train step
            • Calculate the binary cross - entropy of pred
            • Forward computation
            • Evaluate the inference segmentor
            • Compute the cross entropy of a pred
            • Compute the FFT for each branch
            • Forward the given coordinates to the given resolution
            • Performs the forward computation
            • Get root logger
            • Truncate a tensor
            • Convert a batchnorm module to a torch nn
            • Display result in pyplot pyplot
            • Build a dataset from the given configuration
            Get all kandi verified functions for this library.

            SETR Key Features

            No Key Features are available at this moment for SETR.

            SETR Examples and Code Snippets

            No Code Snippets are available at this moment for SETR.

            Community Discussions

            QUESTION

            Why getting absurd result on Permutation caluclator in React?
            Asked 2022-Feb-16 at 05:12

            I have a calculator for finding Permutation: It displays an alert message when the value of r exceeds n.When r is less than or equal to n,its supposed to give accurate result.But its behaving absurdly. The code for the same in React.js written by me:

            ...

            ANSWER

            Answered 2022-Feb-16 at 05:12
            Issue

            The type of n and r after being updated from the input is type string, not number. This isn't an issue until you attempt a numerical comparison with them.

            Source https://stackoverflow.com/questions/71136090

            QUESTION

            Invalid hook call inside function
            Asked 2022-Jan-12 at 18:07

            I'm new to React, I'm trying to develop a realtime application with node js but at some point I'm stuck and can't progress. Under normal circumstances, I would write the User companet as a class, but when I did not have enough knowledge, I turned to the function. I leave the error below. Thank you. app.js

            ...

            ANSWER

            Answered 2022-Jan-12 at 17:56

            You have to remove react from User.js to make it a regular function. Because you call User like a regular function in handleSubmit in App.js. To actually call a functional component is has to be from JSX like

            Source https://stackoverflow.com/questions/70684287

            QUESTION

            How can I return text with useState?
            Asked 2021-Dec-26 at 21:11

            I am waiting for the data (when the user submit) i fetch the data then return the Temperature with useState() but i wanted to return a header with it like Temperature:12°C.

            Something else is that i wanna round the temperature to 2 decimal places but i don't know how to do so

            here is my code:

            ...

            ANSWER

            Answered 2021-Dec-26 at 20:58

            Add a useEffect hook so your component re-renders after your temp state changes.

            Source https://stackoverflow.com/questions/70489746

            QUESTION

            Fill an Unknown Asymmetric Polygon with Pixel Manipulation (WebImage) in JS
            Asked 2021-Dec-26 at 16:20

            Recently, I have been trying to create code to fill a polygon of any shape with color. I have gotten as far as being able to fill a shape that has lines of only one border size correctly, though I have found myself unable to do anything more than that. The problem is that the code does not know when to consider a line of pixels greater than that which it expects as a vertical or horizontal border of the shape. I am going through each pixel of the shape from left to right and checking if any of the pixels have any form of color by checking if the alpha value is 0 or not. Once it finds a pixel that does have an alpha value of anything other than 0, it moves forward a single pixel and then uses the even/odd technique to determine whether the point is inside part of the polygon or not (it makes an infinite line to the right and determines if the number of collisions with colored lines is odd, and if it is, the point is inside the polygon). In general, we consider a single, lone pixel to count as a single line, and we consider a horizontal line of more than one pixel to be two lines because of how often horizontal lines will be part of a border or not. Take the following scenario:

            Here, the red dot is the point (pixel) we begin testing from. If we did not consider that horizontal line in the middle to be two points (as is shown by the red lines and x's), we would only have two points of intersection and therefore would not fill the pixel despite the fact that we most definitely do want to fill that pixel. As stated earlier, however, this brings up another problem with a different scenario:

            In this case, if we do count a horizontal line of more than one pixel to be two separate lines, we end up not filling any areas with borders that are thicker than the expected thickness. For your reference, the function to handle this is as follows:

            ...

            ANSWER

            Answered 2021-Dec-05 at 01:51

            As far as I understood you cannot "consider a horizontal line of more than one pixel to be two lines". I don't think you need to count black pixels the way you do, rather count groups of 1 or more pixels.

            I would also tidy the code by avoiding using the "doColor" boolean variable. You could rather move the coloring code to a new function color(x,y) and call it straight away.

            Source https://stackoverflow.com/questions/70229866

            QUESTION

            Pass parameters of a form to a REST API in React
            Asked 2021-Nov-26 at 17:20

            I have a REST API and I want to pass multiple value of a form like parameters using JavaScript and ReactJS when I submit the data.

            my problem is send the values of forms in React Hook Forms

            This is my API:

            ...

            ANSWER

            Answered 2021-Nov-26 at 16:09

            Try changing the onSubmit of the form

            Yours

            Source https://stackoverflow.com/questions/70126908

            QUESTION

            Re-render a component after using navigate('/path')
            Asked 2021-Oct-26 at 11:56

            In this case, when the user logs in, he will be redirected to the messages page. I want the header component to be rendered after this, but it doesn't happen. If the header is rendered, a link will change, but if not rendered, the link will remain unchanged until the page is refreshed... what can I do?!

            login.js:

            ...

            ANSWER

            Answered 2021-Oct-26 at 11:56

            There are two things you need to keep in mind before jumping into the solution:

            1. Component re-renders based on State or Prop change, that's it.
            2. You got to save your login information in browser with something like localStorage so you know if user is logged in or not regardless of reloading your page.

            So coming back, you have to conditionally render the link based on the login info (it can be anything, but most probably user info and/or access/auth token) which you will be saving in the browser storage locally after logging in. But there's a problem, saving and getting back login data from localStorage wouldn't suffice because we need that data in form of state or prop since only then the component will react to the change. So to counter that you will have to somehow sync the data in localStorage with state/prop.

            To achieve this one could use a combination of redux, react-redux and redux-persist to counter this problem. So basically it would work the same way a normal redux flow works, but the main change will be done by persisting your login info through redux-persist. Once you will wrap your login reducer with redux-persist, it will automatically persist/sync your login reducer with localStorge. You might find a plenty of examples for this. So you would dispatch your login action after response is received with relevant data as its argument (which will be saved in store) and the rest will be handled by redux. After that you would just have to get your login state from redux in your header and based on that conditionally render your link.

            This is a one possible solution, but anyway you get the idea how it will work. You could use Context instead of Redux if you want but anyway you get the idea.

            Source https://stackoverflow.com/questions/69721012

            QUESTION

            Change background color for google sheets
            Asked 2021-Sep-08 at 07:38

            I'm working with google sheet. I want to edit the color of the cells on the sheet. But it doesn't seem to work. Someone please help me.

            ...

            ANSWER

            Answered 2021-Sep-08 at 07:38

            problem solved by replacing this code

            Source https://stackoverflow.com/questions/69052757

            QUESTION

            How to rename columns of a nested dataframe?
            Asked 2021-Aug-20 at 16:21

            I have a python function that cleans up my dataframe(replaces whitespaces with _ and adds _ if column begins with a number):

            These dataframes were jsons that have been converted to dataframes to easily work with them.

            ...

            ANSWER

            Answered 2021-Aug-20 at 16:21

            maybe my solution helps you:

            1. I convert your dictionary to a string
            2. find all keys of dictionary with regex
            3. replace spaces in keys by _ and add _ before keys start with digit
            4. convert string to the dictionary with ast.literal_eval(dict_string) try this:

            Source https://stackoverflow.com/questions/68862444

            QUESTION

            Importing variables from other files
            Asked 2021-Aug-16 at 01:21

            I am trying to import a variable from one of my files (File 1) and use it in File 2. I have imported File 2 into File 1 but I am receiving error. My channel ID is correct, in this case you would have to choose the channel so the channel ID is not the issue here. TypeError: setr.send is not a function

            File 1

            ...

            ANSWER

            Answered 2021-Aug-16 at 00:54

            I am pretty sure you can't use the module.exports in that way. You should just add the channelx to the exports instead.

            using this.channelx = channelx.

            Source https://stackoverflow.com/questions/68796266

            QUESTION

            how can I use if-else statement inline in reactJS?
            Asked 2021-Jul-19 at 19:22

            I've got this code from a tutorial video , but first of all I didn't get the purpose of clk function and how it is related to h1 tag and that trinary operator.

            second , how can I use normal if-else instead of ternary operator and not only for adding class but changing its style too.

            ...

            ANSWER

            Answered 2021-Jul-16 at 12:13

            You can do that by applying this

            Source https://stackoverflow.com/questions/68408794

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

            Vulnerabilities

            No vulnerabilities reported

            Install SETR

            Our project is developed based on mmsegmentation. Please follow the official mmsegmentation INSTALL.md and getting_started.md for installation and dataset preparation.
            Here is a full script for setting up SETR with conda and link the dataset path (supposing that your dataset path is $DATA_ROOT). Here is a full script for setting up SETR with conda and link the dataset path (supposing that your dataset path is %DATA_ROOT%. Notice: It must be an absolute path).

            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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            https://github.com/fudan-zvg/SETR.git

          • CLI

            gh repo clone fudan-zvg/SETR

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            git@github.com:fudan-zvg/SETR.git

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