--- a +++ b/README.md @@ -0,0 +1,21 @@ +<div class="sc-cmRAlD dkqmWS"><div class="sc-UEtKG dGqiYy sc-flttKd cguEtd"><div class="sc-fqwslf gsqkEc"><div class="sc-cBQMlg kAHhUk"><h2 class="sc-dcKlJK sc-cVttbi gqEuPW ksnHgj">About Dataset</h2></div></div></div><div class="sc-jgvlka jFuPjz"><div class="sc-gzqKSP ktvwwo"><div style="min-height: 80px;"><div class="sc-etVRix jqYJaa sc-bMmLMY ZURWJ"><p>A version of the Kaggle BCCD White Blood Cell (WBC) dataset modified for out-of-domain few-shot classification.</p> +<p>We recommend using this dataset as an out-of-domain testing target for few-shot classification. As such, no training/testing splits are published.</p> +<p>The original version can be found <a aria-label="here (opens in a new tab)" target="_blank" href="https://www.kaggle.com/datasets/paultimothymooney/blood-cells">here</a>.<br> +All credit goes to the original authors of this dataset (Shenggan and Paul Mooney).</p> +<h2>Dataset Structure and Composition</h2> +<p>This dataset is structured as an image folder dataset, meaning each folder represents a class and contains images of the respective class.</p> +<p>Total Number of Images: 3500<br> +Total Number of Classes: 5<br> +Images per Class: 700<br> +Image Size: 84x84px</p> +<h2>Changes</h2> +<ul> +<li>All novel cell images have been pooled into a singular image dataset.</li> +<li>Basophil cell images have been extracted from the master dataset and added as a new class. Images in the basophil class have been resampled following the same procedure applied in the original dataset.</li> +</ul> +<h2>Testing Setup</h2> +<p>In-domain Training Set: mini-imagenet training set<br> +Testing Settings: 5-way 1-shot and 5-way 5-shot</p> +<h2>License</h2> +<p>MIT<br> +<a rel="noreferrer nofollow" aria-label="https://github.com/Shenggan/BCCD_Dataset (opens in a new tab)" target="_blank" href="https://github.com/Shenggan/BCCD_Dataset">https://github.com/Shenggan/BCCD_Dataset</a></p></div></div></div> \ No newline at end of file