Dataset Versions
Versions
60-10-10
v12
· 2 years ago
48-12-12
v10
· 2 years ago
48-15-9
v9
· 2 years ago
81-4-9
v8
· 2 years ago
input400-train690
v7
· 2 years ago
input400-train960
v6
· 2 years ago
input-260
v5
· 2 years ago
input-160
v4
· 2 years ago
rbc-plt-neut2
v3
· 2 years ago
rbc-plt-neut
v2
· 2 years ago
rbc and platelet
v1
· 2 years ago
v1
rbc and platelet
Generated on Dec 6, 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.
Other Formats
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72 Total Images
View All ImagesDataset Split
Train Set 88%
63Images
Valid Set 8%
6Images
Test Set 4%
3Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -45% and +45%
Brightness: Between -15% and +15%
Exposure: Between -30% and +30%
Blur: Up to 2.5px
Noise: Up to 5% of pixels