Dataset Versions
Versions
90Rotate Blur Flip
v8
· 4 months ago
2024-07-26 8:24pm
v7
· 4 months ago
90Rotate Blur Flip Removed TrainTestValid
v6
· 4 months ago
90Rotate Blur Flip Removed
v5
· 4 months ago
2024-07-22 6:26pm
v4
· 4 months ago
90Rotate Blur Annotated TrainTestValidSplit Small
v3
· 4 months ago
90Rotate Blur Annotated TrainTestValidSplit
v2
· 4 months ago
90Rotate Blur
v1
· 4 months ago
v6
90Rotate Blur Flip Removed TrainTestValid
Generated on Jul 25, 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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12999 Total Images
View All Images
Dataset Split
Train Set 77%
10059Images
Valid Set 15%
1972Images
Test Set 7%
968Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 3 dropped
Filter Null: Require all images to contain annotations.
Filter by Tag: 0 required, 1 dropped
Augmentations
Outputs per training example: 4
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 2.5px