reco | Bootstrapping Semantic Segmentation with Regional Contrast | Machine Learning library

 by   lorenmt Python Version: Current License: Non-SPDX

kandi X-RAY | reco Summary

kandi X-RAY | reco Summary

reco is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. reco has no bugs, it has no vulnerabilities and it has low support. However reco build file is not available and it has a Non-SPDX License. You can download it from GitHub.

This repository contains the source code of ReCo and baselines from the paper, Bootstrapping Semantic Segmentation with Regional Contrast, introduced by Shikun Liu, Shuaifeng Zhi, Edward Johns, and Andrew Davison. Check out our project page for more qualitative results.
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            kandi-support Support

              reco has a low active ecosystem.
              It has 136 star(s) with 24 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 34 have been closed. On average issues are closed in 3 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of reco is current.

            kandi-Quality Quality

              reco has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              reco has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              reco releases are not available. You will need to build from source code and install.
              reco has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              It has 1573 lines of code, 52 functions and 13 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed reco and discovered the below as its top functions. This is intended to give you an instant insight into reco implemented functionality, and help decide if they suit your requirements.
            • Generate unpacked data
            • Generate a cutout mask
            • Generates a class mask based on the given pseudo_labels
            • Performs batch transformation
            • Converts a tensor image into a PIL image
            • Denormalise x
            • Compute the reco loss for each class
            • Generate a list of negative indices
            • Get index of city scapes
            • Return a map of city scipy cityscapes
            • Compute the unsupervised loss
            • Update the model
            • Apply a colormap
            • Compute the loss between predict and target
            • Label the input image
            • Updates the tensor
            • Creates colormap colormap
            • Return a map of city scapes
            • Create a colormap
            • Builds the dataset
            • Get a list of UNRGB images for images
            • Transform an image
            • Calculate the mean of the matrices
            Get all kandi verified functions for this library.

            reco Key Features

            No Key Features are available at this moment for reco.

            reco Examples and Code Snippets

            No Code Snippets are available at this moment for reco.

            Community Discussions

            QUESTION

            Show related records according to the Id from another Table
            Asked 2022-Apr-02 at 07:21

            In my ASP.NET MVC application, I have created an HTML Table using the view model.

            For this, I have written a query that shows only the data that ReOrderQty is !=0 and AvaQty is less than ReOrderQty.

            ...

            ANSWER

            Answered 2022-Apr-02 at 07:21

            QUESTION

            Debezium Connector tries to open old log file
            Asked 2022-Jan-13 at 07:21

            I have a debezium connector that works fine, for a limited time. These errors occur in log file:

            ...

            ANSWER

            Answered 2022-Jan-13 at 07:21

            I've learnt in this database log files are deleted daily. Is my connector trying to read an old log file, which does not exist anymore?

            It is fine to delete archive logs that are no longer needed, but it's critical that you make sure that you are not deleting logs that the Oracle Connector still requires in order to perform mining. In your particular case, the connector still required thread_1_seq_53874.3204.1093111215 but the log is no longer on the file system and therefore the connector will stop with an error. This error happens with any other connector such as MySQL if you remove the binlogs before the connector is done reading them.

            How can I tell my connector to check only last 12 hours, for example.

            You cannot.

            The way the Debezium connectors are designed is that they're meant to read all changes from the logs in chronological order to guarantee that there is no change data event loss. If a log were to be deleted that was needed and we did not throw an error, then you would have gaps where changes from the source database would not be represented as change events and so your consumers wouldn't be kept in sync.

            Or should I do something in database side

            Archive logs need to be retained for as long as they're needed by the connector. The latency of the Oracle connector is dependent both on the volatility of your database but also on a number of factors such as the performance of the database server hardware (disk and cpu), the size of your redo logs, etc.

            Some environments may not be able to keep archive logs available in the default destination location for extended periods of time due to space constraints. This is why we introduced a way that you can set up Oracle to write archive logs to a secondary destination location that is capable of retaining the logs for a longer period of time, often via a network mount, and then you can explicitly tell the connector use that archive destination name rather than the first valid/default location of the system.

            Source https://stackoverflow.com/questions/70594339

            QUESTION

            Return Multiple View Model data to HTML view
            Asked 2022-Jan-03 at 09:10

            In my web application, there are two types of data I need to show in the html view in different tables.

            So First I created two different view models to store data.

            So in the controller I have wrote this code to send the data to view models

            ...

            ANSWER

            Answered 2022-Jan-03 at 08:47

            You need to create another model that can take both types of data, that is 1 List < RecognizedPartsViewModel > and 1 List < UnRecoPartsViewModel > and you would pass this model to your view and access each one of your lists using this model

            Source https://stackoverflow.com/questions/70563310

            QUESTION

            docker spring boot application not able to connect to dockerized mysqldb
            Asked 2021-Dec-28 at 14:28

            Below is my docker-compose file and my application.yml file. I am overriding the mysql jdbc url in the docker-compose file.

            Why i run via the command line I am able to connect to the database running on docker instance.

            mysql -uroot -proot -h127.0.0.1 -P3309

            When I execute docker-compose up, i am getting the below error . Spring boot docker instance is not able to connect to the docker instance of mysqldb. Can you please help me understand what could be the issue?

            ...

            ANSWER

            Answered 2021-Dec-27 at 22:55

            Have you tried docker "networks" here? If not, then create one network and run the container in same networks.

            in yaml, something like:

            Source https://stackoverflow.com/questions/70500438

            QUESTION

            Why is that I am able to access container outside the bridge network?
            Asked 2021-Dec-28 at 13:09

            I started mysqldb from a docker container . I was surprised that I could connect it via the localhost using the below command

            mysql -uroot -proot -P3306 -h localhost

            I thought the docker containers that start on the bridge network and wont be available outside that network. How is that mysql CLI is able to connect to this instance

            Below is my docker compose that runs the mysqldb-docker instance

            ...

            ANSWER

            Answered 2021-Dec-28 at 13:09

            You have published the port(s). That means you can reach them on the host system on the published port.

            By default, when you create or run a container using docker create or docker run, it does not publish any of its ports to the outside world. To make a port available to services outside of Docker, or to Docker containers which are not connected to the container’s network, use the --publish or -p flag. This creates a firewall rule which maps a container port to a port on the Docker host to the outside world.

            The critical section in your config is the below. You have added a ports key to your service. This is composes way to publish ports. The left part is the port where you publish it to on the host system. The right part is where the container actually listens on.

            Source https://stackoverflow.com/questions/70505394

            QUESTION

            Issue in docker compose with volume undefined
            Asked 2021-Dec-27 at 23:16

            I get the below error when I run docker-compose up, any pointers why I am getting this error

            service "mysqldb-docker" refers to undefined volume mysqldb: invalid compose project

            Also, is there a way to pass the $ENV value in CLI to docker-compose up , currently I have a ENV variable that specified dev, uat or prod that I use to specify the db name. Are there better alternatives to do this other than create a .env file explicitly for this

            ...

            ANSWER

            Answered 2021-Dec-27 at 19:47

            You must define volumes at the top level like this:

            Source https://stackoverflow.com/questions/70499749

            QUESTION

            Groupby column and create lists for another column values in pyspark
            Asked 2021-Dec-10 at 19:13

            I have a data frame as below:

            ...

            ANSWER

            Answered 2021-Dec-10 at 19:13

            You can preserve ordering by applying collect_list over the window function. In this case the window is partitioned by user and ordered by score descending.

            Source https://stackoverflow.com/questions/70309112

            QUESTION

            ShazamKit: music detection "session.match(signature)" with no match found and no error was thrown, weird
            Asked 2021-Oct-10 at 06:54

            Today, I create a small app to try ShazamKit music detection ability in iOS 15. Follow a tutorial on Youtube, and I have Apple developer membership and have enabled the ShazamKit service for this app identifier.

            In short, I want to detect a song metadata with ShazamKit from the audio file inside app.

            The problem is that both of delegate method didFind and didNotFindMatchFor didn't fire though I have generated the signature successfully. I think it should give me an error in didNotFindMatchFor delegate method if there is no match found at least, but it doesn't.

            It's a pretty new feature, there is not that much related stuff I could find. Appreciate for any help.

            More info: I do find some stuff using audioEngine, however that use output from Microphone, if user listen music with a headphone, that would be not possible. In my case I want to use the file itself since my production app is a music player, which stores a lot audio files in sandbox.

            ...

            ANSWER

            Answered 2021-Oct-10 at 06:54

            Per today's test & observation. I found that we need to convert input audio format to AVAudioFormat(standardFormatWithSampleRate: 44100, channels: 1) with a built-in converter(AVAudioConverter). Then create the output buffer, and the music is recognized this time.

            I pick 10+ music files for a test run, all of them could be detected except one. And the interesting thing is this music file could be detected by Shazam app, I have no idea what is the reason as there is no error is shown for the un-detected music song.

            Anyway, now it is worked. Update code as below, it is just a combination of several functions for test purpose, you should separate them into different functions for production.

            Source https://stackoverflow.com/questions/69506460

            QUESTION

            How to use Scrapy to scrape data from a website which has an option to Load More posts?
            Asked 2021-Oct-04 at 15:26

            I want to use scrapy to get title and date from all posts of the following website: https://economictimes.indiatimes.com/markets/stocks/recos I am new to scrapy and not able to understand how to load more posts and scrape them.

            This is the code i wrote following a tutorial, but it only scraps the first few posts.

            ...

            ANSWER

            Answered 2021-Oct-03 at 09:44

            From what I can see, div.autoload_continue does not contain any link. It is like a button that, if you click it, it requests with JavaScript. You can check the endpoint of the request by viewing in Devtools > Networks.

            Here is what I see: the website requests this for first load https://economictimes.indiatimes.com/lazyloadlistnew.cms?msid=3053611&curpg=1&img=1.
            Then if I scroll down it requests
            https://economictimes.indiatimes.com/lazyloadlistnew.cms?msid=3053611&curpg=2&img=1
            When I click load more it requests
            https://economictimes.indiatimes.com/lazyloadlistnew.cms?msid=3053611&curpg=3&img=0

            Look at the parameter curpg, which is increasing; it indicates the page. You may just iterate numbers to change the curpg params.
            img param is a toggle to display the image.
            As for msid param, it's the id for article list. You can find that value from meta in head

            Source https://stackoverflow.com/questions/69422951

            QUESTION

            To calculate Number of days difference between two tables entries and update it in another table using SQL server
            Asked 2021-Sep-17 at 06:56

            enter image description hereI have two tables A and B where, A contains todays data only and B contains historical data, both tables have same attributes- pcode, product, market, pceneter, date. where All columns have same entry except date as for table A date is todays date and for B date is the first entry date in the table

            I am trying to calculate day difference for A table's records available in B

            ...

            ANSWER

            Answered 2021-Sep-17 at 06:28
            my solution:     
            
            1. I grouped the  table B to get the minimum date with other columns.
            2. Afterwards, i joined this subquery and table B to match and subtruct dates
            

            Source https://stackoverflow.com/questions/69218567

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

            Vulnerabilities

            No vulnerabilities reported

            Install reco

            You can download it from GitHub.
            You can use reco 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.

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