Object Detection

Roboflow Universe Wenjie droplet-and-bubbles

droplet-and-bubbles Computer Vision Project


843 images
Explore Dataset

Here are a few use cases for this project:

  1. Quality Control in Manufacturing: In industries where liquids and gases are managed, such as beverages, pharmaceuticals, or chemical manufacturing, the "droplet-and-bubbles" model can verify the consistency and quality of products. It can detect unusually large bubbles or droplets that may indicate problems in the production process.

  2. Fluid Dynamics Research: Researchers conducting experiments related to fluid dynamics can use this model to categorize and count different forms of droplets and bubbles in different conditions, helping to understand the behaviors and interactions of gases and liquids.

  3. Medical Diagnostics: In imaging studies, like ultrasound examinations which use sound waves to produce pictures of the inside of the body, this model could potentially help in identifying abnormalities like gas or fluid accumulations.

  4. Oceanography Study: The model could be used in oceanographic research to identify and quantify bubble formations in the seawater, providing valuable data about oceanic conditions, sea creature habitats, and the impact of human activities on marine environments.

  5. Weather Forecasting and Climate Studies: Researchers and meteorologists could use the model to analyze images of clouds or precipitation, with the potential to improve weather prediction accuracy and contribute to climate change studies.

Cite this Project

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

@misc{ droplet-and-bubbles_dataset,
    title = { droplet-and-bubbles Dataset },
    type = { Open Source Dataset },
    author = { Wenjie },
    howpublished = { \url{ https://universe.roboflow.com/wenjie-pu0eh/droplet-and-bubbles } },
    url = { https://universe.roboflow.com/wenjie-pu0eh/droplet-and-bubbles },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { aug },
    note = { visited on 2023-12-04 },

Find utilities and guides to help you start using the droplet-and-bubbles project in your project.



Last Updated

a year ago

Project Type

Object Detection



Views: 32

Views in previous 30 days: 4

Downloads: 0

Downloads in previous 30 days: 0


CC BY 4.0