{"url":"/dataset/blood-cell-detection-dataset","name":"Blood Cell Detection Dataset","full_name":null,"description_markdown":"## Overview\r\nThis is a dataset of blood cells photos.\r\n\r\nThere 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).\r\n\r\nFork this dataset (upper right hand corner) to receive the raw images, or (to save space) grab the 500x500 export.\r\n\r\n## Use Cases\r\nThis is a small scale object detection dataset, commonly used to assess model performance. It's a first example of medical imaging capabilities. This dataset is mainly preprocessed for YOLOV5 Application.\r\n\r\n##Using this Dataset\r\nI'm releasing the data as public domain. Feel free to use it for any purpose. This dataset is already splitted into train,testing and validation datasets(70% for training, 20% testing and 10% for validation). The train,testing and validation folders are further classified as IMAGES AND LABELS.\r\n\r\n`images` Folder : It contains images of blood cells.\r\nlabels Folder : It conatins labelling of blood cells across three classes: `WBC` (white blood cells), `RBC` (red blood cells), and `Platelets`.\r\n\r\nExcept for GitHub, this dataset is also published on [Kaggle](https://www.kaggle.com/datasets/adhoppin/blood-cell-detection-datatset).","description_withheld":null,"homepage":"https://github.com/MrAnayDongre/BloodCell-Detection-Datatset","introduced_date":"2021-10-04","introduced_date_note":null,"introduced_by":null,"license":{"name":"MIT License","url":"https://github.com/MrAnayDongre/BloodCell-Detection-Datatset/blob/main/LICENSE"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Medical","url":"/datasets/modality/medical"}],"tasks":[{"name":"2D Object Detection","url":"/task/2d-object-detection","datasets_with_task":"/datasets/task/2d-object-detection"},{"name":"Small Object Detection","url":"/task/small-object-detection","datasets_with_task":"/datasets/task/small-object-detection"}],"languages":[{"name":"Chinese","url":"/datasets/language/chinese"}],"variants":["Blood Cell Detection Dataset"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}