Dataset Versions
Versions
2023-11-02 10:28am
v8
· a year ago
2023-11-02 8:15am
v7
· a year ago
Plugged with grayscale augmentation
v6
· a year ago
Plugged only blur augmentation
v5
· a year ago
Plugged w clockwise rotation augmentation
v4
· a year ago
Plugged only
v3
· a year ago
Plugged and unplugged w augmentations
v2
· a year ago
2023-10-31 2:45pm
v1
· a year ago
v2
Plugged and unplugged w augmentations
Generated on Nov 1, 2023
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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809 Total Images
View All ImagesDataset Split
Train Set 88%
708Images
Valid Set 8%
68Images
Test Set 4%
33Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -16° and +16°