Dataset Versions
Versions
WBC
v11
· 3 months ago
augmented-flip-rotation
v10
· 3 months ago
augmented-exposure
v9
· 3 months ago
augmented-saturation
v8
· 3 months ago
augmented-hue
v7
· 3 months ago
augmented-crop
v6
· 3 months ago
augmented-brightness
v5
· 3 months ago
augmented-rotation
v4
· 3 months ago
Augmented-flip
v3
· 3 months ago
bccd-raw-merged
v2
· 3 months ago
BCCD-augmented
v1
· 3 months ago
v1
BCCD-augmented
Generated on Aug 12, 2024
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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874 Total Images
View All Images
Dataset Split
Train Set 88%
765Images
Valid Set 8%
73Images
Test Set 4%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Blur: Up to 2.5px