PeripheralBloodSmear Computer Vision Project

NoliLab

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Description

This is a computer vision model intended to identify the white blood cells, especially blasts, in a peripheral blood smear/film. The goal is to deploy it in a way that anyone can easily check if there are blasts, then confidently refer the slide to the pathologist. Most images were taken using a Raspberry Pi HQ camera. Additional images from the Roboflow universe datasets are being added for robustness.

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LICENSE

CC BY 4.0

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

                        @misc{
                            peripheralbloodsmear_dataset,
                            title = { PeripheralBloodSmear Dataset },
                            type = { Open Source Dataset },
                            author = { NoliLab },
                            howpublished = { \url{ https://universe.roboflow.com/nolilab/peripheralbloodsmear } },
                            url = { https://universe.roboflow.com/nolilab/peripheralbloodsmear },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { jan },
                            note = { visited on 2025-01-11 },
                            }