pycococreator VS datumaro

Compare pycococreator vs datumaro and see what are their differences.

pycococreator

Helper functions to create COCO datasets (by waspinator)
Computer Vision Machine Learning Dataset Coco
Source Code
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datumaro

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets. (by openvinotoolkit)
Deep Learning neural-networks openvino-toolkit Computer Vision Datasets format-converter Dataset Coco Imagenet pascal-voc Yolo
Source Code
openvinotoolkit.github.io
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pycococreator datumaro
1 2
762 485
- 4.9%
0.0 9.4
20 days ago 4 days ago
Python Python
Apache License 2.0 MIT License
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pycococreator

Posts with mentions or reviews of pycococreator. We have used some of these posts to build our list of alternatives and similar projects.

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 pycococreator and datumaro you can also consider the following projects:

coco-viewer - Minimalistic COCO Dataset Viewer in Tkinter

cocojson - Utility scripts for COCO json annotation format

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

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

labelme2coco - A lightweight package for converting your labelme annotations into COCO object detection format.

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

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

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'

CPPE-Dataset - Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

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

pycococreator vs coco-viewer datumaro vs cocojson pycococreator vs label-studio datumaro vs sahi pycococreator vs labelme2coco datumaro vs datasets pycococreator vs synthetic-computer-vision datumaro vs label-studio pycococreator vs sahi datumaro vs DA-RetinaNet pycococreator vs CPPE-Dataset datumaro vs UCF-SST-CitySim1-Dataset