Lin YU-Chuan

BCCD

Object Detection

BCCD Computer Vision Project

Images

364 images
Explore Dataset

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

Roboflow makes managing, preprocessing, augmenting, and versioning datasets for computer vision seamless.

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

Roboflow Workmark

Cite This Project

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

@misc{
                            bccd-stqyw_dataset,
                            title = { BCCD Dataset },
                            type = { Open Source Dataset },
                            author = { Roboflow },
                            howpublished = { \url{ https://universe.roboflow.com/lin-yu-chuan/bccd-stqyw } },
                            url = { https://universe.roboflow.com/lin-yu-chuan/bccd-stqyw },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2021 },
                            month = { aug },
                            note = { visited on 2024-04-15 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the BCCD project in your project.

Source

Roboflow

Maintainer

Lin YU-Chuan

Last Updated

3 years ago

Project Type

Object Detection

Subject

cells

Views: 47

Views in previous 30 days: 18

Downloads: 3

Downloads in previous 30 days: 1

License

MIT

Classes

Platelets RBC WBC