ESRA Data annotation

Object Detection

Roboflow Universe ESRA ESRA Data annotation

ESRA Data annotation Computer Vision Project

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Here are a few use cases for this project:

  1. Educational Applications: Teachers and educators can use the ESRA Data annotation model to analyze and categorize children's drawings from art assignments, projects, or psychological assessments based on the classes identified within the pictures.

  2. Children's Toy and Game Development: Toy and game developers can use the ESRA Data annotation model to identify popular elements and themes in kids' drawings, which could inform the design of new products tailored to children's interests and imagination.

  3. Parenting and Childcare: Parents and childcare providers can use the ESRA Data annotation model to gain insights into the emotional well-being of the children by tracking the classes of drawings they produce over time, helping to identify both positive and concerning patterns.

  4. Child Psychology and Research: Researchers and therapists can use the ESRA Data annotation model to analyze children's drawings to understand their cognitive and emotional development, detect early signs of distress or potential issues, and inform therapeutic interventions or further research.

  5. Social Media and Digital Art: A computer vision application can be developed that curates kids' drawings in a digital gallery, where users can search and filter based on the classes identified by the ESRA Data annotation model, encouraging sharing and discovery of children's artwork from around the world.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.


This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite this Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ esra-data-annotation_dataset,
    title = { ESRA Data annotation Dataset },
    type = { Open Source Dataset },
    author = { ESRA },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { aug },
    note = { visited on 2023-11-25 },

Find utilities and guides to help you start using the ESRA Data annotation project in your project.



Last Updated

4 months ago

Project Type

Object Detection




Children in the middle of the parent, Mashroom, Rainbow, Roots of the tree, a path leading to the house, aeroplane, balloon, big hands, big teethes, broken family, broken heart, butterflies, car, cloud, cross eyes, cycle, dagger, eyes, family animals, fire, flag, flo\, flowers, flying birds, food, furits, grass, happy family, happy kids, heart, helicopter, house with doors, house with no doors, house with windows, leaves, long arms, masjid, moon, mountains, rain, red blood, sad kids, scary animals, scary animals\, scary things, ship, smoking chimeny, sports, star, sun, tree with no leaves, trees with large branches, trees with leaves, vegitables, water

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