A dataset for microscopic peripheral blood cell images for development of automatic recognition systems (https://data.mendeley.com/datasets/snkd93bnjr/1) Image Dataset
Versions
v1
EOSINOPHIL
Generated on Nov 21, 2021
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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6231 Total Images
View All Images
Dataset Split
Train Set 40%
2497Images
Valid Set 50%
3111Images
Test Set 10%
623Images
Preprocessing
Resize: Stretch to 299x299
Augmentations
No augmentations were applied.
blood-cells
3139 images
bloodcell
7620 images
cells
6936 images
blood-cell
347 images
cell
903 images