DSSD | Pytorch implementation of DSSD | Computer Vision library

 by   ZQPei Python Version: Current License: MIT

kandi X-RAY | DSSD Summary

kandi X-RAY | DSSD Summary

DSSD is a Python library typically used in Artificial Intelligence, Computer Vision, Pytorch applications. DSSD 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 repository implements DSSD : Deconvolutional Single Shot Detector. The code were borrowed heavily from SSD. The things I did was the DSSD network definition, including the backbone of resnet101, deconvolutional module, and the prediction modules. Code for training, distributed training, dataset loading and data augmention is the same as lufficc's SSD. Thanks @lufficc for his great job.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              DSSD has a low active ecosystem.
              It has 38 star(s) with 12 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 6 open issues and 3 have been closed. On average issues are closed in 0 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of DSSD is current.

            kandi-Quality Quality

              DSSD has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              DSSD 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

              DSSD 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.
              DSSD saves you 1110 person hours of effort in developing the same functionality from scratch.
              It has 2511 lines of code, 201 functions and 63 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed DSSD and discovered the below as its top functions. This is intended to give you an instant insight into DSSD implemented functionality, and help decide if they suit your requirements.
            • Runs the detection
            • Loads checkpoint file
            • Build the transformations from the input image
            • Synchronize the distributed distribution
            • Get the checkpoint file
            • Run nms
            • Call an attribute with the given arguments
            • Assign the priors to each target
            • Compute the intersection of two boxes
            • Get all tensors from all ranks
            • Return the world size
            • Resnet 10 bottleneck
            • Setup logger
            • A wide resnet
            • A wide resnet 1
            • Synchronize distribution
            • ResNet 3x3 bottleneck
            • Put the data into a tensor
            • Decorator to register a module
            • ResNet resnet
            • Resnet core
            • Resnet 34
            • ResNet50
            • Get all extensions
            • Create an extra layer
            • Create a layer
            • Train detection model
            Get all kandi verified functions for this library.

            DSSD Key Features

            No Key Features are available at this moment for DSSD.

            DSSD Examples and Code Snippets

            No Code Snippets are available at this moment for DSSD.

            Community Discussions

            QUESTION

            How to make multiple where clause in SQL joins
            Asked 2022-Jan-13 at 13:29

            I have two tables colorcast_app_show and colorcast_app_content.

            I'm using postgreSQL database.

            I want to get all shows data from show table and from content table get the count of the content data but draft=false.

            colorcast_app_show table Data:

            ...

            ANSWER

            Answered 2022-Jan-13 at 13:26
            SELECT cas.show_name, 
                   COUNT(cac.show_id), 
                   cas.status, 
                   to_char("created_on", 'DD/MM/YYYY'), 
                   to_char("publish_date", 'DD/MM/YYYY'), 
                   cas.id
            FROM   colorcast_app_show as cas 
                   LEFT OUTER JOIN colorcast_app_content as cac 
                      ON cac.show_id = cas.id 
                         AND cac.draft = false
            WHERE  cas.user_id=60 
            GROUP  BY cas.id, cas.show_name;
            

            Source https://stackoverflow.com/questions/70697288

            QUESTION

            sql selecting unique rows based on a specific column
            Asked 2021-Aug-05 at 05:46

            I have an table like this :

            ...

            ANSWER

            Answered 2021-Aug-04 at 13:12

            Select DISTINCT , should do the trick. Here is a good reference https://www.w3schools.com/sql/sql_distinct.asp

            Source https://stackoverflow.com/questions/68651755

            QUESTION

            How do i get data from object and create array of objects?
            Asked 2021-Apr-08 at 15:16

            As you can see i have multiple objects now after converting this to array and having all of these inside array what i want to do is get a new array that should have captain name and all the scores with round number in a object and all of these objects should be saved like that in array. A representation of what i want to be achieved would be something like this [{captain:'John Doe',RoundNumber:Score},{captain:'John Doe',RoundNumber:Score},{captain:'JohnDoe',RoundNumber:Score}]

            this is the result im trying to achieve some help or guidance would be much appreciated below is the data

            ...

            ANSWER

            Answered 2021-Apr-08 at 15:16

            I would say keep your data as an object and do this: Here I have player: john listed twice with 2 scores, first 1 and second 3. the result should list John once with score of 4 total.

            Source https://stackoverflow.com/questions/66985441

            QUESTION

            How to iterate over objects to get different result?
            Asked 2021-Apr-08 at 11:42

            Below is the array of objects and im getting new array that consists of objects having captain name and scores from different rounds but its same captain in all of the array instead what i want is new array with captain name and their scores but my code only gives same results of one captain i dont know why its happening ofcourse there's something wrong im doing but i cant figure it out i want new array with captain name and their scores as object. No same captains having same records over and over again.

            ...

            ANSWER

            Answered 2021-Apr-08 at 11:42

            It was adding the same captain because you set the value of score once and never reset it.

            The code now adds the score of each unique captain into the array.

            Source https://stackoverflow.com/questions/67002568

            QUESTION

            I am trying to use redux in my project and I am have a problem with call a function that using dispatch
            Asked 2021-Feb-13 at 23:42

            app.js

            ...

            ANSWER

            Answered 2021-Feb-13 at 23:42

            Presumably you've already added your asynchronous action middleware to your store. You can use the useDispatch react-redux hook and wrap your calls to your fetchData and fetchUser action creators with a call to dispatch. The middleware will handle passing dispatch to the asynchronous action.

            Source https://stackoverflow.com/questions/66190927

            QUESTION

            Python Filling dataframe values based on Column Index present in another dataframe value
            Asked 2020-Sep-25 at 10:59

            I have 2 dataframes like below: dataframe df1:

            ...

            ANSWER

            Answered 2020-Sep-25 at 10:57

            QUESTION

            How to find a repeated letter in a string with Regular Expressions - Python3
            Asked 2020-Sep-12 at 01:50

            I've tried a lot of differents ways, but I can't make this work. I need to capture two differents strings with regular expressions (I'm using RE on Py3).

            1. I need to take a substring with the same letter repetead 3 times.
            2. I need to take a substring that is XYX, like "BAB" or "ACA" (I don't even know how to start on this)
            ...

            ANSWER

            Answered 2020-Sep-12 at 01:50
            Problems

            You have a few problems:

            1. Your regex ([a-z])\3 captures a single lowercase alpha character, then tries to match capture group 3 (which doesn't exist)
            2. You use re.findall(regular, string) but you've already compiled the regex into regular, so you should be calling it as regular.findall(string)
            3. You encased your regex in single quotes (good) ' but your regex contains a backslash. To escape it you need to use r''
            Solution

            Fixing all of the above, we get the following.

            finditer method

            See code working here

            Source https://stackoverflow.com/questions/63855959

            QUESTION

            How do I make the user choose the name of the database?
            Asked 2020-Apr-28 at 23:35

            in my project i need some changes in my code to give the user choose the name of sql database !

            and this is My original code:

            ...

            ANSWER

            Answered 2020-Apr-28 at 23:35

            You can use a interpolated string (preceded with $) if you are using Visual Studio 2015 or later. You can embed variables directly into the string enclosed in braces. Otherwise see String.Format.

            I added a Using...End Using block to your code because connections and commands need to closed and disposed. They use unmanaged resources and need to release them in their .Dispose methods. A Using block will do this for you even if there is an error.

            Source https://stackoverflow.com/questions/61470776

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

            Vulnerabilities

            No vulnerabilities reported

            Install DSSD

            If your torchvision >= 0.3.0, nms build is not needed! We also provide a python-like nms, but is very slower than build-version.
            For Pascal VOC dataset, make the folder structure like this:. Where VOC_ROOT default is datasets folder in current project, you can create symlinks to datasets or export VOC_ROOT="/path/to/voc_root".

            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 .
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/ZQPei/DSSD.git

          • CLI

            gh repo clone ZQPei/DSSD

          • sshUrl

            git@github.com:ZQPei/DSSD.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link