s3label | based tool for rapidly labeling images | Data Labeling library
kandi X-RAY | s3label Summary
kandi X-RAY | s3label Summary
S3Label is an open-source browser-based image labeling tool developed by Stone Three, a company in South Africa. The goal of S3Label is to speed up the labeling of images for use in machine learning. It is particularly focused on instance segmentation, semantic segmentation and keypoints, although could easily be extended to classification and other types of labeling tasks too.
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Top functions reviewed by kandi - BETA
- Creates a new label for the given user
- Get the label of a given label
- Get the last user input data
- Get all data for all user input data
- Create a Flask application
- Configure logging
- Get the next input data item from the database
- Get all user input data
- Deploy the frontend
- Install npm modules
- Deploy the S3 backend
- Update the virtualenv
- Get the first user input data
- Return a data item for a given user and label task
- Retrieve all the data in the given user data item
- Retrieve the next input data item from the database
s3label Key Features
s3label Examples and Code Snippets
Community Discussions
Trending Discussions on Data Labeling
QUESTION
I'm trying to make a data labeling in a table, and I need to do it in such a way that, in each row, the index is repeated, however, that in each column there is another Enum class.
What I've done so far is make this representation with the same enumerator class.
A solution using the column separately as a list would also be possible. But what would be the best way to resolve this?
...ANSWER
Answered 2021-Dec-30 at 13:57Instead of using Enum
you can use a dict
mapping. You can avoid loops if you flatten your dataframe:
QUESTION
I have a dataframe that contains a column that includes strings separeted with semi-colons and it is followed by a space. But unfortunately in some of the strings there is a semi-colon that is not followed by a space.
In this case, This is what i'd like to do: If there is a space after the semi-colon we do not need a change. However if there are letters before and after the semi-colon, we should change semi-colon with space
i have this:
...ANSWER
Answered 2020-Nov-16 at 07:24Try something like:
QUESTION
Objective: Generate a down-sampled FileDataset using random sampling from a larger FileDataset to be used in a Data Labeling project.
Details: I have a large FileDataset containing millions of images. Each filename contains details about the 'section' it was taken from. A section may contain thousands of images. I want to randomly select a specific number of sections and all the images associated with those sections. Then register the sample as a new dataset.
Please note that the code below is not a direct copy and paste as there are elements such as filepaths and variables that have been renamed for confidentiality reasons.
...ANSWER
Answered 2020-Oct-27 at 22:39Is the data behind virtual network by any chance?
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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No vulnerabilities reported
Install s3label
You can use s3label 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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