reco | Bootstrapping Semantic Segmentation with Regional Contrast | Machine Learning library
kandi X-RAY | reco Summary
kandi X-RAY | reco Summary
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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Top functions reviewed by kandi - BETA
- 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
reco Key Features
reco Examples and Code Snippets
Community Discussions
Trending Discussions on reco
QUESTION
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 07:21That would be
QUESTION
I have a debezium connector that works fine, for a limited time. These errors occur in log file:
...ANSWER
Answered 2022-Jan-13 at 07:21I'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.
QUESTION
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 08:47You 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
QUESTION
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 22:55Have you tried docker "networks" here? If not, then create one network and run the container in same networks.
in yaml, something like:
QUESTION
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 13:09You 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.
QUESTION
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 19:47You must define volumes
at the top level like this:
QUESTION
I have a data frame as below:
...ANSWER
Answered 2021-Dec-10 at 19:13You 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
.
QUESTION
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 06:54Per 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.
QUESTION
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 09:44From 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
QUESTION
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 06:28my 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
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Install reco
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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