droplet Object Detection Dataset and Pre-Trained Model by southern federal university

Images

286 images

Explore Dataset

Here are a few use cases for this project:

Medical Testing Analysis: The "droplet" model can be used in laboratories to identify and analyze droplets in medical tests, such as blood samples or saliva for various diseases, making it easier for researchers to study and quantify droplets in collected samples.
Quality Control in Manufacturing: The model can be employed to assess the consistency and quality of droplets in manufacturing processes involving liquids, such as pharmaceutical production, paint manufacturing, or chemical industries, ensuring the uniformity of the end product.
Raindrop Analysis and Meteorology: The "droplet" model can be useful to study and count raindrops on surfaces or in the air, enabling meteorologists to evaluate the intensity of precipitation or forecast weather patterns more accurately.
Surface Hydrophobicity Evaluation: By identifying and classifying droplets on various surfaces, the model can help in testing the effectiveness of hydrophobic coatings on materials like windshields, clothing, and buildings, aiding in research and development.
Fluid-based Artwork Analysis: Artists who use fluid-based media like ink, watercolors, or acrylics can utilize the "droplet" model to analyze the distribution and properties of droplets in their artwork, helping them improve their techniques and understand how droplet patterns affect the visual appeal of their creations.

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.

Cite this Project

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

@misc{ droplet-bfko5_dataset,
    title = { droplet Dataset },
    type = { Open Source Dataset },
    author = { southern federal university },
    howpublished = { \url{ https://universe.roboflow.com/southern-federal-university/droplet-bfko5 } },
    url = { https://universe.roboflow.com/southern-federal-university/droplet-bfko5 },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { dec },
    note = { visited on 2023-11-15 },
}