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

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Explore Dataset

Here are a few use cases for this project:

Microbiology Studies: The model can be used to differentiate and classify various kinds of droplets observed in microbiology labs, which may include droplets of different bacteria or microscopic organisms in samples of water, blood or other body fluids.
Climate Sciences: This can be used for meteorological studies in classification of different forms of droplets, including different types of precipitation: rain, snow, sleet, or hail.
Environmental Monitoring: In environmental studies, this model can be used to identify and classify different types of droplets prevalent in the air, which can give valuable insights about air quality and pollution levels.
Manufacturing Quality Control: For businesses involved in liquid product manufacturing, this model could help in automatically identifying and classifying droplets that may arise during manufacturing process as a quality control measure.
Oil Industry: In the oil industry, this model can be useful in identifying and classifying different types of oil droplets, including crude oil, lubricant oil, or other petroleum products. This can assist in identifying oil spills for environmental precaution and cleanliness.

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{
                            ali-droplets_dataset,
                            title = { ali-droplets Dataset },
                            type = { Open Source Dataset },
                            author = { southern federal university },
                            howpublished = { \url{ https://universe.roboflow.com/southern-federal-university/ali-droplets } },
                            url = { https://universe.roboflow.com/southern-federal-university/ali-droplets },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { sep },
                            note = { visited on 2024-06-05 },
                            }