diff --git a/README.dataset.txt b/README.dataset.txt new file mode 100644 index 0000000000000000000000000000000000000000..d704ada69d78526d417dac6893a4da59fac40c2b --- /dev/null +++ b/README.dataset.txt @@ -0,0 +1,39 @@ +# Blood Cell Detection > 2022-10-27 4:01pm +https://universe.roboflow.com/team-roboflow/blood-cell-detection-1ekwu + +Provided by a Roboflow user +License: Public Domain + +# Overview + +This is a dataset of blood cells photos, originally open sourced by [cosmicad](https://github.com/cosmicad/dataset) and [akshaylambda](https://github.com/akshaylamba/all_CELL_data). + +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](https://i.imgur.com/BVopW9p.png) + +And here's an example image: + +![Blood Cell Example](https://i.imgur.com/QwyX2aD.png) + +`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](https://roboflow.ai) 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](https://i.imgur.com/WHFqYSJ.png =350x)](https://roboflow.ai) diff --git a/README.roboflow.txt b/README.roboflow.txt new file mode 100644 index 0000000000000000000000000000000000000000..df817ada18f78050a5dee97acb2e9402deea53a8 --- /dev/null +++ b/README.roboflow.txt @@ -0,0 +1,29 @@ + +Blood Cell Detection - v3 2022-10-27 4:01pm +============================== + +This dataset was exported via roboflow.com on January 29, 2023 at 4:55 AM GMT + +Roboflow is an end-to-end computer vision platform that helps you +* collaborate with your team on computer vision projects +* collect & organize images +* understand and search unstructured image data +* annotate, and create datasets +* export, train, and deploy computer vision models +* use active learning to improve your dataset over time + +For state of the art Computer Vision training notebooks you can use with this dataset, +visit https://github.com/roboflow/notebooks + +To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com + +The dataset includes 364 images. +Cells are annotated in YOLOv8 format. + +The following pre-processing was applied to each image: +* Auto-orientation of pixel data (with EXIF-orientation stripping) +* Resize to 416x416 (Stretch) + +No image augmentation techniques were applied. + + diff --git a/data.yaml b/data.yaml new file mode 100644 index 0000000000000000000000000000000000000000..81fc5827fd26516d0129e32c67890ca9768571df --- /dev/null +++ b/data.yaml @@ -0,0 +1,13 @@ +train: ../train/images +val: 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