Dataset Versions
Versions
2023-07-04 10:13am
v10
· a year ago
2023-06-07 9:56am
v9
· 2 years ago
2023-06-05 11:13am
v8
· 2 years ago
2023-05-29 5:56pm
v7
· 2 years ago
2023-05-29 5:51pm
v6
· 2 years ago
2023-05-29 5:14pm
v5
· 2 years ago
2023-05-29 4:54pm
v4
· 2 years ago
2023-05-08 3:49pm
v2
· 2 years ago
2023-05-08 2:22pm
v1
· 2 years ago
v4
2023-05-29 4:54pm
Generated on May 29, 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.
11943 Total Images
View All Images
Dataset Split
Train Set 89%
10648Images
Valid Set 6%
661Images
Test Set 5%
634Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1940x1940
Tile: 2 rows x 2 columns
Modify Classes: 4 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Mosaic: Applied
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%