Dataset Versions
Versions
2023-12-21 11:24am
v79
· a year ago
2023-11-04 2:55pm
v77
· a year ago
2023-10-11 7-29pm
v35
· a year ago
2023-08-16 10:02pm
v19
· 2 years ago
2023-08-16 4:31pm
v18
· 2 years ago
2023-07-17 9:28am
v13
· 2 years ago
2023-06-15 10:13pm
v12
· 2 years ago
2023-06-01 8:39pm
v11
· 2 years ago
2023-05-18 8:41pm
v3
· 2 years ago
v19
2023-08-16 10:02pm
Generated on Aug 16, 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.
Other Formats
Choose another format.
5474 Total Images
View All Images
Dataset Split
Train Set 89%
4845Images
Valid Set 8%
416Images
Test Set 4%
213Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 38 remapped, 3 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±19° Vertical
Grayscale: Apply to 42% of images
Cutout: 3 boxes with 10% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down