resa | Recurrent Feature-Shift Aggregator

 by   ZJULearning Python Version: Current License: Apache-2.0

kandi X-RAY | resa Summary

kandi X-RAY | resa Summary

resa is a Python library. resa has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However resa build file is not available. You can download it from GitHub.

Implementation of our paper 'RESA: Recurrent Feature-Shift Aggregator for Lane Detection' in AAAI2021.
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              resa has a low active ecosystem.
              It has 147 star(s) with 30 fork(s). There are 6 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 4 open issues and 45 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 resa is current.

            kandi-Quality Quality

              resa has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              resa 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

              resa releases are not available. You will need to build from source code and install.
              resa has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed resa and discovered the below as its top functions. This is intended to give you an instant insight into resa implemented functionality, and help decide if they suit your requirements.
            • Convert a sequence of probabilities to a tusimple
            • R Fix the gaps in the sequence
            • Checks if a lane is short
            • Calculate the coordsimple of a plane
            • Benchmark one test task
            • Benchmark evaluation
            • Calculate the angle of the objective function
            • Compute the accuracy between pred and gt
            • Start training
            • Build a data loader
            • Build data loader
            • Resnet 50
            • ResNet 18
            • ResNet 2
            • Generate labels for training
            • Creates an argument parser
            • ResNet 4x4
            • A wide resnet 10
            • Forward the convolutional layer
            • Resnet 4x4x4x4
            • Dump the configuration to a file
            • Parse command line arguments
            • Wrap wide resnet50
            • Convert probability map file into lines
            • Create a single layer
            • Perform the forward transformation
            • Merge options from a dictionary
            Get all kandi verified functions for this library.

            resa Key Features

            No Key Features are available at this moment for resa.

            resa Examples and Code Snippets

            No Code Snippets are available at this moment for resa.

            Community Discussions

            QUESTION

            Unable to use python dictionary as JSON in Django template html script
            Asked 2021-Apr-19 at 09:04

            I am passing a python dictionary to a Django template html script as:-

            ...

            ANSWER

            Answered 2021-Apr-19 at 09:01

            As a rule of thumb never render anything from Django directly inside javascript. This can lead to potential XSS attacks. If you want data from the server either use AJAX if it is needed dynamically or you can use the json_script template filter [Django docs] if it is needed only once when the page gets loaded:

            Somewhere in the HTML:

            Source https://stackoverflow.com/questions/67158810

            QUESTION

            Convert n-bit binary to base 10 number
            Asked 2021-Apr-10 at 11:46

            I am looking at this Little man computer problem:

            • the first input determines the value for n, it is assumed this value will be equal to four, or greater
            • Example: if the first input is eight (8), then eight subsequent inputs are requested. If the subsequent inputs number were 1, 0, 0, 1, 0, 0, 0, 0 then the output would be 9.
            • n input values are provided by the user, one for each bit: The first of these is the least-significant bit. The n’th input is the most-significant bit.

            My attempt:

            ...

            ANSWER

            Answered 2021-Apr-10 at 11:46

            The code you have does not use the first input. Instead it uses FOUR. This is the first thing to change, as you don't want to loop exactly four times, but as many times as your first input is.

            Secondly, you don't need to store each next input in a separate mailbox. Instead you can immediately process the 0/1 input as it decides whether you want to add something to the result or not. So you only need to update the result depending on the input's 0/1 value. You don't need to store that 0/1 value itself -- so no need of A, B, C...etc. Instead put the IN instruction inside the loop.

            Then remains what exactly you should add to the result when an input turns out to be 1. As the input is in reversed order (the least significant bits come first), you should keep track of a power of 2, which you double in each iteration of the loop. That will be the number to add to the result whenever you encounter an input of 1. Because that is how the binary system works. For instance if the input of digits is 1 1 0 1, then the calculation is:

            input digit power of 2 to be added running sum 1 1 yes 1 1 2 yes 3 0 4 no 3 1 8 yes 11

            So here is the script for that. You can run it here: first run the code snippet (which starts the LMC simulator) and then use the controls in the right panel:

            Source https://stackoverflow.com/questions/66992045

            QUESTION

            Waiting for a function to complete before updating variables
            Asked 2020-Nov-14 at 15:12

            I'm still a beginner in programming. I was writing some code (C on Linux) to calculate the page rank of some example webpages. I'm using the google formula, which is here: http link

            Here is the code I wrote:

            ...

            ANSWER

            Answered 2020-Nov-14 at 15:12
            1. Allocate new variables

            2. Store the result to the new variables during calculation

            3. Store results to the original variables from the new variables after calculation

            Source https://stackoverflow.com/questions/64828804

            QUESTION

            my variable didn't recognize in other PHP file
            Asked 2020-Oct-18 at 06:11

            Hello I created a exporter page that when user filter data and press filter... data appear down below of table and then user can export the data that filter but there is a problem while exporting and here is the ERROR IMAGE that printed in to exported CSV file:

            it exported when I press the export BTN.

            but Here is the Problem Area:

            ...

            ANSWER

            Answered 2020-Oct-18 at 06:11

            The error message tells you that your variable (tags, filter_field, filter_country) does not exist. This means that the variables in question do not exist at the point when you try to refer to them. Things to work on to ensure this is fixed.

            Is the file which defines those variables evaluated?

            You should have the file containing the definition of those variables required/included. It's easy to test whether that's the case: just throw an error (not on prod, if possible) from the file that you assume to be already existent and another from the file you are trying to use it at the point where you try to use it. If the first error is thrown, then the file is evaluated at the point you try to use it. If not, then not.

            Are all the conditions met?

            Try to throw an exception from the inside of the if. If it's thrown, then export_rule is set in $_POST.

            Are you sending the correct $_POST parameters?

            Some of your items might be missing from $_POST. It is recommended to use defaults for the case when they do not exist. Your HTML looks to have some form tags without the items that you expect. You need to have some HTML tags with their name having the value of tags, filter_field and filter_country respectively inside the form tag. If you do not have that - and that looks to be the case - then that's a problem to fix for sure.

            Fix your HTML

            Make sure you close your tags properly. Use an HTML validator (like this one: https://validator.w3.org/) to check what makes your HTML invalid and fix the issues.

            Source https://stackoverflow.com/questions/64410161

            QUESTION

            Is it possible to export the whole Node.JS module without wrapping into a function/class?
            Asked 2020-Oct-02 at 10:08

            Is it possible to export the whole Node.JS module and have the following features:

            1. Import this module from another module
            2. Get all methods and attributes set into this module
            3. I do not want to wrap any part of this code from my module into a function/class?

            For example, I want to create a REST.js module which has the following attributes and methods:

            ...

            ANSWER

            Answered 2020-Oct-02 at 10:08

            Yes, but in NodeJS, you must explicitly export the variables/functions like this:

            Source https://stackoverflow.com/questions/64169712

            QUESTION

            is there any way to define dynamic array without Determine the size of it
            Asked 2020-Aug-15 at 13:09

            I need a dynamic array that I don't have to scale(Determine) to a fixed number like the following

            ...

            ANSWER

            Answered 2020-Aug-15 at 12:12

            It's not automatic, you have to allocate more memory every time you want to resize, copy elements into new array and delete the old one. Fortunately, standard library got you covered with std::vector - an automatically resizable array.

            Source https://stackoverflow.com/questions/63425723

            QUESTION

            Using JavaScript / Regex to replace >> (double greater than signs)
            Asked 2020-Aug-11 at 13:36

            I need " >> " to be replaced by "/" String : Test 2 >> Cat >> Cat2 Would become: Test 2/Cat/Cat2

            Please know that I spent a ton of time reading all stack overflow and visiting fiddles but I can not get this right. I used online Regex tools, https://regex101.com/ and https://regexr.com/ and they confirmed RegEx was fine. Each of these has tested positive in Regex testing tools but I'm still not getting results I expect. I can not share code but here is a demonstration.

            ...

            ANSWER

            Answered 2020-Aug-11 at 04:19

            QUESTION

            Promise.all API calls, distinguish which threw error and reject only one
            Asked 2020-Jul-17 at 22:05

            Information needed: Using NodeJS framework, Promises.all used with API calls only so asynchronous code

            So the bases of my problem lies where I need to create two API calls, let's call them A and B. It is guaranteed that A will either return data or a 404 and B will either return an empty array, data or a 404 (but here the 404 means invalid input, while in API call A, it actually means no resource found). My question is that if A does return a 404, the Promise.all will reject and jump into the catch block as it would normally.

            My desired functionality is, if API call A returns a 404, I want API call B to continue and retrieve that data, continuing with my code. Is there a way to distinguish or even separately catch the errors thrown by the two API calls and then carry on if one resolves??

            Sample code currently looks like this:

            ...

            ANSWER

            Answered 2020-Jul-17 at 22:05

            There are several options.

            1. You can catch the error from API call A before the Promise.all() and turn it into a successful request but tagged approrpiately, allowing the Promise.all() to finish.

            2. You can use Promise.allSettled() to get both results, regardless of success or failure.

            For the first option, you could put a .catch() handler on apiCallA() that will turn any rejection into a resolve, but will resolve with the error object which you can then later check if you need to:

            Source https://stackoverflow.com/questions/62962222

            QUESTION

            Decode JSON in Swift with changing Key at beginning
            Asked 2020-Jun-27 at 13:14

            I'm currently learning Swift and I wanted to create a little App, that gets Data about an Book via ISBN from the Openlibrary API. Heres a Query that I use, to get Data: https://openlibrary.org/api/books?bibkeys=ISBN:9783791504650&format=json&jscmd=data

            Now the returning JSON looks like this:

            ...

            ANSWER

            Answered 2020-Jun-27 at 11:17

            Use dictionary type [String: Isbn] instead of object of type Books:

            Source https://stackoverflow.com/questions/62609177

            QUESTION

            Json parsing gives error when using special characters in the data
            Asked 2020-Jun-15 at 16:04

            I am facing a json parsing error. I send a get request to my server and server returns a json data. The request is sent from a wordpress site. So the json data is then encoded by php function. It works with normal texts but it doesn't work when special characters are in the data.

            Here are my data returned from my server. I am trying to parse the data using JSON.parse(myData)

            ...

            ANSWER

            Answered 2020-Jun-15 at 16:04

            JSON syntax does not allow "raw" newlines in the middle of string values. You can use \n to include a newline (well, technically a linefeed) character. Generally, the correct thing to do is to use a proven JSON-encoding library to transform a server-side data structure into compliant JSON notation.

            Source https://stackoverflow.com/questions/62391273

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

            Vulnerabilities

            No vulnerabilities reported

            Install resa

            Clone the RESA repository. We call this directory as $RESA_ROOT. Create a conda virtual environment and activate it (conda is optional). Download CULane and Tusimple. Then extract them to $CULANEROOT and $TUSIMPLEROOT. Create link to data directory.
            Clone the RESA repository git clone https://github.com/zjulearning/resa.git We call this directory as $RESA_ROOT
            Create a conda virtual environment and activate it (conda is optional) conda create -n resa python=3.8 -y conda activate resa
            Install dependencies # Install pytorch firstly, the cudatoolkit version should be same in your system. (you can also use pip to install pytorch and torchvision) conda install pytorch torchvision cudatoolkit=10.1 -c pytorch # Or you can install via pip pip install torch torchvision # Install python packages pip install -r requirements.txt
            Data preparation Download CULane and Tusimple. Then extract them to $CULANEROOT and $TUSIMPLEROOT. Create link to data directory. cd $RESA_ROOT mkdir -p data ln -s $CULANEROOT data/CULane ln -s $TUSIMPLEROOT data/tusimple For CULane, you should have structure like this: $CULANEROOT/driver_xx_xxframe # data folders x6 $CULANEROOT/laneseg_label_w16 # lane segmentation labels $CULANEROOT/list # data lists For Tusimple, you should have structure like this: $TUSIMPLEROOT/clips # data folders $TUSIMPLEROOT/lable_data_xxxx.json # label json file x4 $TUSIMPLEROOT/test_tasks_0627.json # test tasks json file $TUSIMPLEROOT/test_label.json # test label json file For Tusimple, the segmentation annotation is not provided, hence we need to generate segmentation from the json annotation. python tools/generate_seg_tusimple.py --root $TUSIMPLEROOT # this will generate seg_label directory
            Install CULane evaluation tools. This tools requires OpenCV C++. Please follow here to install OpenCV C++. Or just install opencv with command sudo apt-get install libopencv-dev Then compile the evaluation tool of CULane. cd $RESA_ROOT/runner/evaluator/culane/lane_evaluation make cd - Note that, the default opencv version is 3. If you use opencv2, please modify the OPENCV_VERSION := 3 to OPENCV_VERSION := 2 in the Makefile.

            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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