Science Fair ML

O.D.O.B.A

Object Detection

O.D.O.B.A Computer Vision Project

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Here are a few use cases for this project:

  1. Medical Research: Researchers studying white blood cell behavior and distribution can use O.D.O.B.A to easily classify and quantify the different types of white blood cells present in a sample, facilitating efficient data analysis.

  2. Disease Diagnosis: O.D.O.B.A can be employed in clinical settings to aid in the identification of infections or diseases where white blood cell count and type can be indicative of a patient's condition, such as leukemia, autoimmune disorders, or bacterial versus viral infections.

  3. Health Monitoring: The model can be integrated into health monitoring devices or lab equipment that periodically analyzes blood samples, allowing medical professionals to track patient progress more effectively and adjust treatment plans accordingly.

  4. Education and Training: O.D.O.B.A can be utilized as an interactive educational tool for both medical students and professionals to enhance their skills in identifying specific white blood cell types, improving diagnostic accuracy in real-world scenarios.

  5. Pharmaceutical Development: Drug researchers can use the model to assess how various treatments or therapies impact white blood cell count and distribution, providing essential insights into the drug's effectiveness in combating or managing diseases.

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{
                            o.d.o.b.a_dataset,
                            title = { O.D.O.B.A Dataset },
                            type = { Open Source Dataset },
                            author = { Science Fair ML },
                            howpublished = { \url{ https://universe.roboflow.com/science-fair-ml/o.d.o.b.a } },
                            url = { https://universe.roboflow.com/science-fair-ml/o.d.o.b.a },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-04-19 },
                            }
                        

Connect Your Model With Program Logic

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Last Updated

a year ago

Project Type

Object Detection

Subject

White-blood-cells

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Downloads: 3

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License

CC BY 4.0

Classes

Basophil Eosinophil Lymphocyte Monocyte Neutrophils