DetectoRS | Detecting Objects with Recursive Feature Pyramid | Computer Vision library

 by   joe-siyuan-qiao Python Version: Current License: Apache-2.0

kandi X-RAY | DetectoRS Summary

kandi X-RAY | DetectoRS Summary

DetectoRS is a Python library typically used in Artificial Intelligence, Computer Vision, Deep Learning applications. DetectoRS 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.

This repo holds the code for DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution. The project is based on mmdetection codebase. Please refer to mmdetection readme for installation and running scripts. The code is tested with PyTorch 1.4.0. It may not run with other versions. See conda_env.md for the versions of all the packages.
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            kandi-support Support

              DetectoRS has a medium active ecosystem.
              It has 1118 star(s) with 188 fork(s). There are 36 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 47 open issues and 46 have been closed. On average issues are closed in 5 days. There are 3 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of DetectoRS is current.

            kandi-Quality Quality

              DetectoRS has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              DetectoRS 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

              DetectoRS 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 are not available. Examples and code snippets are available.
              DetectoRS saves you 23793 person hours of effort in developing the same functionality from scratch.
              It has 46491 lines of code, 982 functions and 372 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed DetectoRS and discovered the below as its top functions. This is intended to give you an instant insight into DetectoRS implemented functionality, and help decide if they suit your requirements.
            • Evaluate the results of the classification map .
            • Given a list of bounding boxes compute the location for each target .
            • Build an optimizer .
            • Factory function for tp .
            • Calculates overlaps between overlaps .
            • Default tp fp .
            • r Generate bounding box .
            • Get results from coco - style results .
            • Parse a requirements file .
            • Decorator to force a function to be applied to a function .
            Get all kandi verified functions for this library.

            DetectoRS Key Features

            No Key Features are available at this moment for DetectoRS.

            DetectoRS Examples and Code Snippets

            Failure Detectors,Implementation,Consensus
            Javadot img1Lines of Code : 69dot img1no licencesLicense : No License
            copy iconCopy
            /**
             * {@inheritDoc}
             * 

            * Starts the consensus process. */ @Override public synchronized String call() throws Exception { initializeCollectedProposals(); for (currentRound = 1; currentRound <= process.getNumberOfProcesses(); curr
            signal_analog,Usage,Creating Detectors
            Pythondot img2Lines of Code : 69dot img2License : Permissive (BSD-3-Clause)
            copy iconCopy
            from signal_analog.detectors import Detector
            
            detector = Detector().with_name('My Super Serious Detector')
            
            from signal_analog.flow import Program, Detect, Filter, Data
            from signal_analog.combinators import GT
            
            # This program fires an alert if memory  
            copy iconCopy
            mmdetection
            ├── mmdet
            ├── tools
            ├── configs
            ├── data
            │   ├── coco
            │   │   ├── annotations
            │   │   ├── train2017
            │   │   ├── val2017
            │   │   ├── test2017
            │   ├── cityscapes
            │   │   ├── annotations
            │   │   ├── leftImg8bit
            │   │   │   ├── train
            │   │     
            Initialize detectors .
            pythondot img4Lines of Code : 3dot img4License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def __init__(self):
                self._detectors = weakref.WeakKeyDictionary()  # GUARDED_BY(self._lock)
                self._lock = threading.Lock()  

            Community Discussions

            QUESTION

            Can't initialize object of Detector class from py-feat
            Asked 2022-Mar-19 at 20:41

            I try to detecting FEX from videos according to this instruction: https://py-feat.org/content/detector.html#detecting-fex-from-videos

            But I can't initialize object of Detector class. Code that I use:

            ...

            ANSWER

            Answered 2022-Mar-19 at 20:41

            It looks like one of your files was corrupted.

            You can try to solve the problem by opening the directory C:\Users\User\AppData\Roaming\Python\Python39\site-packages\feat\resources\ and deleting the file ResMaskNet_Z_resmasking_dropout1_rot30.pth.

            Then run again the code and it should redownload the deleted file.

            The warning in the first two lines is just a warning, it's saying that some of the code in the library nilearn is deprecated. Most of the times you would just ignore this line, this will be probably fixed by the coders of nilearn in a future patch.

            Source https://stackoverflow.com/questions/71541634

            QUESTION

            Tika LanguageDetection gives error 'No language detectors available'
            Asked 2022-Mar-14 at 13:53

            Tika 2.2.3, simple code

            ...

            ANSWER

            Answered 2022-Mar-14 at 13:53

            I tried your code and reproduced the same issue. After reading the docs, which then led to samples in github and I finally found its pom.xml to have another dependency. Then I successfully got the expected output: en: HIGH (0.999999).

            Source https://stackoverflow.com/questions/71466697

            QUESTION

            How can I remove the blue styling on phone?
            Asked 2022-Jan-14 at 09:18

            I'm building a website and all the styling in mobile works fine except for links on iPhone. I have tried the solutions in this thread: How do I remove the blue styling of telephone numbers on iPhone/iOS?

            I have tried this CSS:

            ...

            ANSWER

            Answered 2022-Jan-14 at 09:18

            you can do it with a media query

            be careful to use precise selector because using css all affect all css property of the matching selector

            Source https://stackoverflow.com/questions/70707420

            QUESTION

            How to created a responsive html email template
            Asked 2022-Jan-01 at 17:20

            first of all I know this has been asked a lot like these two : Building HTML emails .... and Can I put a ... tag .... but I didn't find a definite valid answer !! or I couldn't understand well!!

            I already checked The Ultimate Guide to CSS and it said that using tag in is ok by gmail and yahoo as well as @media . but my template don't have any style in gmail or yahoo . I want to send responsive emails so I need @media also is there any way to use :nth() in emails?

            I put the snippet below , I really appreciate if someone help me! I used putsmail to test it on gmail and yahoo mail.

            ...

            ANSWER

            Answered 2022-Jan-01 at 17:20

            You are encountering two different email bugs here, one in Gmail, and the other in Yahoo. Here’s what’s going on and how to fix it.

            1. Gmail

            Gmail is very picky about certain styles. And whenever Gmail sees something it doesn't like, Gmail will remove the entire

            Also note that Yahoo has a bug with CSS comments and it’s usually a good practice to remove all CSS comments before sending an email.

            Source https://stackoverflow.com/questions/70549873

            QUESTION

            Error compiling Flutter Flame Game on Android Studio
            Asked 2021-Dec-25 at 23:11

            Hi I tried to implement Flame Game using the flutter Flame package, however, after compiling properly once, now it does not compile at all, and is showing the error, listed below:

            I am running MacOS Moneterey Androud Studio: Arctic Fox 2020.3.1 Flutter env. environment: sdk: ">=2.15.0 <3.0.0" flame: ^1.0.0

            ...

            ANSWER

            Answered 2021-Dec-25 at 23:11

            It sounds like something is wrong with the Flame version in your cache. Run:

            Source https://stackoverflow.com/questions/70478268

            QUESTION

            Converting XML to dataframe
            Asked 2021-Dec-17 at 12:02

            I want to convert a XML to a dataframe. I'm aware of XML::xmlToDataFrame, but it gives an error in my case. The XML can be found here: https://api.data.gov.hk/v1/historical-archive/get-file?url=https%3A%2F%2Fresource.data.one.gov.hk%2Ftd%2Ftraffic-detectors%2FrawSpeedVol-all.xml&time=20211216-0513

            Thanks for all answers!

            ...

            ANSWER

            Answered 2021-Dec-17 at 12:02

            Since your XML file contains multiple nested children, XML::xmlToDataFrame was giving out error.

            I've approached the problem using the naive method but it works! Here's what I've done:

            The following code creates a dataframe with the tags inside `'.

            Source https://stackoverflow.com/questions/70391509

            QUESTION

            Bicep: unable to set storage account to web app resource
            Asked 2021-Dec-03 at 14:12

            I've some experience using Azure CLI, Az Module and ARM templates... Anyway I'm experimenting problems in setting a storage account to a web app.

            This is the bicep source (still a work in progress):

            ...

            ANSWER

            Answered 2021-Nov-25 at 12:46

            I tested your code and faced the same error as you can see below:

            The error in the code is that you are using a Premium_LRS sku and kind is storageV2 . So , it doesn't create a File service in the Storage account only Blob service . For which reason , app is not able to find the remote name of the storage account file server.

            There can be two solutions as below:

            1. Just Changing the Sku name from Premium_LRS to Standard_LRS in the storage account resource as below:

            Source https://stackoverflow.com/questions/70110102

            QUESTION

            Responsive html-email rendering issues in Outlook - Desktop clients
            Asked 2021-Dec-02 at 09:53

            I am working on a Responsive html email template that is giving me issues when tested for Outlook Desktop Display. You'll see the table that includes the buttons at the top and the text/buttons on the 2nd half of the email are all shoved to the right. The buttons are stacking when it's not mobile -- this is desktop. I don't know what could be causing this, and have tried a bunch of ways that don't seem to fix it. VML is very important to this client, so that's why the buttons are bulletproof buttons. Also, I don't have access to Email on Acid to test on my own, because of corporate issues I guess so I have been trying fixes blind and the client is testing them and giving me the results which has not really been working to find a solution. I am sure it is something simple, but I would really appreciate some other eyes on it at this point.

            ...

            ANSWER

            Answered 2021-Dec-02 at 09:53

            You were closing off and opening another td between the 1st and 2nd 200px width tables. Removing that should fix it for you.

            Source https://stackoverflow.com/questions/70192861

            QUESTION

            no-nested-ternary on a nested and complicated array of objects
            Asked 2021-Oct-17 at 12:13

            I have a complicated array of objects and I want to change a property that deeply nested in the array.

            I did the following function and it is work, but the problem is that the eslint throw me an error because there is a nested ternery to check if i am on the currect place in an array:

            ...

            ANSWER

            Answered 2021-Oct-17 at 08:59

            If you want to get rid of the nested ternary operator, you could write slightly more code but it will be more readable.
            You can check if index === payload.index with a simple if statement and only in that case go deep in your object to eventually check detector.status.value === 0 ? 1 : 0

            Otherwise just return detector as is;

            Source https://stackoverflow.com/questions/69602697

            QUESTION

            Convert private tiff tag into python dict
            Asked 2021-Oct-14 at 11:56

            I am trying to read the metadata of this file: https://drive.google.com/file/d/10ZTLRazYbgm4pYEc3M7J7bP6590ZjNtY/view?usp=sharing

            It is saved in a private tag (34682, see python TiffFileError: invalid tag value offset)

            I tried the solution from Read tiff tags in Python:

            ...

            ANSWER

            Answered 2021-Oct-14 at 11:56

            The string you got here turns out to be encoded as xml. You can have a look here on how to convert an xml-string to dict: How to convert an XML string to a dictionary?

            Using one of the answers there, I did the following:

            Source https://stackoverflow.com/questions/69569953

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

            Vulnerabilities

            No vulnerabilities reported

            Install DetectoRS

            You can download it from GitHub.
            You can use DetectoRS 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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            https://github.com/joe-siyuan-qiao/DetectoRS.git

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            gh repo clone joe-siyuan-qiao/DetectoRS

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            git@github.com:joe-siyuan-qiao/DetectoRS.git

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