datasets VS datumaro

Compare datasets vs datumaro and see what are their differences.

datasets

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

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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datasets datumaro
15 2
18,376 483
1.7% 4.6%
9.5 9.4
5 days ago 4 days ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

datasets

Posts with mentions or reviews of datasets. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-19.

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 datasets and datumaro you can also consider the following projects:

sentence-transformers - Multilingual Sentence & Image Embeddings with BERT

cocojson - Utility scripts for COCO json annotation format

cypress-realworld-app - A payment application to demonstrate real-world usage of Cypress testing methods, patterns, and workflows.

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

edex-ui - A cross-platform, customizable science fiction terminal emulator with advanced monitoring & touchscreen support.

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'

first-contributions - 🚀✨ Help beginners to contribute to open source projects

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

frankmocap - A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

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

evaluate - 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

GeoCOCO - Tool for converting GIS annotations to Microsoft's Common Objects In Context (COCO) datasets