label-studio-converter VS datumaro

Compare label-studio-converter vs datumaro and see what are their differences.

label-studio-converter

Tools for converting Label Studio annotations into common dataset formats (by HumanSignal)

datumaro

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets. (by openvinotoolkit)
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label-studio-converter datumaro
1 2
235 486
7.2% 2.5%
7.3 9.4
14 days ago 4 days ago
Python Python
- MIT License
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label-studio-converter

Posts with mentions or reviews of label-studio-converter. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-03.
  • I move from pipenv to poetry in 2023 - Am I right ?
    5 projects | dev.to | 3 Jan 2023
    I happened to clone a repo several months after the last commit and noticed dependency problems because a 2nd or 3rd level library evolved and this evolution "broke" a level 1 library that uses it. It's a frustrating problem. I had the case this year with label-studio-converter one of the repo of the excellent label-studio

datumaro

Posts with mentions or reviews of datumaro. We have used some of these posts to build our list of alternatives and similar projects.
  • Does anyone use CVAT for image annotation?
    1 project | /r/computervision | 18 Apr 2022
    1) CVAT has internal inference for models. If you upload model there in the correct format, then it will be able to generate the detection box itself - https://onepanel.medium.com/train-an-object-detection-model-from-scratch-and-run-inference-on-it-in-10-minutes-16147ef656aa 2) Yes you can upload your prediction. But last time i did it - there were some problems and it took me several hours. It seems to me that you just need to load the markup in one of the formats that it supported by CVAT. If your format is not supported, then you will need to convert. For example like this - https://github.com/openvinotoolkit/datumaro
  • Can I know what kind of dataset annotation for object detection is this?
    1 project | /r/computervision | 22 Jan 2022

What are some alternatives?

When comparing label-studio-converter and datumaro you can also consider the following projects:

requests - A simple, yet elegant, HTTP library.

cocojson - Utility scripts for COCO json annotation format

Django - The Web framework for perfectionists with deadlines.

sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

conllu - A CoNLL-U parser that takes a CoNLL-U formatted string and turns it into a nested python dictionary.

datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format

DA-RetinaNet - Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

UCF-SST-CitySim1-Dataset - Official github page of UCF SST CitySim Dataset

synthetic-computer-vision - A list of synthetic dataset and tools for computer vision

covid-chestxray-dataset - We are building an open database of COVID-19 cases with chest X-ray or CT images.

CvT - This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.