Dataset Versions
Versions
v3.1 resize 416x416
v16
· 2 years ago
original v2
v15
· 2 years ago
augmented V2.1
v12
· 3 years ago
augmented v1.3
v11
· 3 years ago
augmented v1.2
v9
· 3 years ago
augmented v1.1
v8
· 3 years ago
augmented v2
v5
· 3 years ago
augmented v1
v3
· 3 years ago
Original V
v2
· 3 years ago
V1
v1
· 3 years ago
v5
augmented v2
Generated on Apr 20, 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
Choose another format.
1924 Total Images
View All Images
Dataset Split
Train Set 87%
1671Images
Valid Set 8%
159Images
Test Set 5%
94Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
Blur: Up to 10px
Cutout: 10 boxes with 5% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Brightness: Between -23% and +23%