Dataset Versions
Versions
2022-08-02 3:30pm
v9
· 2 years ago
2022-07-30 10:03am
v8
· 2 years ago
rbc platelet v7
v7
· 2 years ago
RBC PLATELET segmentation
v6
· 2 years ago
RBC Platelet segmentation v5
v5
· 2 years ago
RBC Platelet segmentation v4
v4
· 2 years ago
RBC Platelet segmentation v3
v3
· 2 years ago
RBC Platelet segmentation v2
v2
· 2 years ago
RBC Platelet segmentation v1
v1
· 2 years ago
v2
RBC Platelet segmentation v2
Generated on Jun 26, 2022
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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19040 Total Images
View All Images
Dataset Split
Train Set 88%
16800Images
Valid Set 8%
1552Images
Test Set 4%
688Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 4 rows x 4 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -15% and +15%
Exposure: Between -4% and +4%
Bounding Box: Flip: Horizontal, Vertical