RBC Platelet segmentation Image Dataset
Versions
2022-08-02 3:30pm
v9
Aug 2, 2022
2022-07-30 10:03am
v8
Jul 30, 2022
rbc platelet v7
v7
Jul 28, 2022
RBC PLATELET segmentation
v6
Jul 28, 2022
RBC Platelet segmentation v5
v5
Jun 30, 2022
RBC Platelet segmentation v4
v4
Jun 29, 2022
RBC Platelet segmentation v3
v3
Jun 26, 2022
RBC Platelet segmentation v2
v2
Jun 26, 2022
RBC Platelet segmentation v1
v1
Jun 26, 2022
v4
RBC Platelet segmentation v4
Generated on Jun 29, 2022
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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1964 Total Images
View All Images
Dataset Split
Train Set 88%
1728Images
Valid Set 8%
160Images
Test Set 4%
76Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -12% and +12%
Brightness: Between -15% and +15%
Exposure: Between -4% and +4%
Bounding Box: Flip: Horizontal, Vertical
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