Team Roboflow

Blood Cell Detection

Object Detection

3

Blood Cell Detection Computer Vision Project

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Images

364 images
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Overview

This is a dataset of blood cells photos, originally open sourced by cosmicad and akshaylambda.

There are 364 images across three classes: WBC (white blood cells), RBC (red blood cells), and Platelets. There are 4888 labels across 3 classes (and 0 null examples).

Here's a class count from Roboflow's Dataset Health Check:

BCCD health

And here's an example image:

Blood Cell Example

Fork this dataset (upper right hand corner) to receive the raw images, or (to save space) grab the 500x500 export.

Use Cases

This is a small scale object detection dataset, commonly used to assess model performance. It's a first example of medical imaging capabilities.

Using this Dataset

We're releasing the data as public domain. Feel free to use it for any purpose.

It's not required to provide attribution, but it'd be nice! :)

About Roboflow

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Developers reduce 50% of their boilerplate code when using Roboflow's workflow, automate annotation quality assurance, save training time, and increase model reproducibility.

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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{
                            blood-cell-detection-1ekwu_dataset,
                            title = { Blood Cell Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Team Roboflow },
                            howpublished = { \url{ https://universe.roboflow.com/team-roboflow/blood-cell-detection-1ekwu } },
                            url = { https://universe.roboflow.com/team-roboflow/blood-cell-detection-1ekwu },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { nov },
                            note = { visited on 2024-03-19 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Blood Cell Detection project in your project.

Source

Team Roboflow

Last Updated

a year ago

Project Type

Object Detection

Subject

cells

Views: 6639

Views in previous 30 days: 196

Downloads: 216

Downloads in previous 30 days: 7

License

Public Domain

Classes

Platelets RBC WBC