SETR | CVPR 2021 ] Rethinking Semantic Segmentation | Machine Learning library
kandi X-RAY | SETR Summary
kandi X-RAY | SETR Summary
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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Top functions reviewed by kandi - BETA
- 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
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Community Discussions
Trending Discussions on SETR
QUESTION
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 05:12The 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.
QUESTION
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 17:56You 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
QUESTION
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 20:58Add a useEffect hook so your component re-renders after your temp
state changes.
QUESTION
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 01:51As 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.
QUESTION
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 16:09Try changing the onSubmit of the form
Yours
QUESTION
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 11:56There are two things you need to keep in mind before jumping into the solution:
- Component re-renders based on State or Prop change, that's it.
- 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.
QUESTION
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 07:38problem solved by replacing this code
QUESTION
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 16:21maybe my solution helps you:
- I convert your dictionary to a string
- find all keys of dictionary with
regex
- replace
spaces in keys
by_
and add_
beforekeys start with digit
- convert string to the dictionary with
ast.literal_eval(dict_string)
try this:
QUESTION
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 00:54I 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
.
QUESTION
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 12:13You can do that by applying this
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