Dataset Versions
Versions
2023-05-28 4:08pm
v11
· 2 years ago
2023-05-24 2:10pm
v10
· 2 years ago
2023-05-23 9:41pm
v9
· 2 years ago
2023-05-23 3:07pm
v8
· 2 years ago
2023-05-22 10:26pm
v7
· 2 years ago
2022-11-30 7:09pm
v6
· 2 years ago
2022-11-30 6:49pm
v5
· 2 years ago
2022-11-30 5:16pm
v4
· 2 years ago
2022-11-30 5:10pm
v3
· 2 years ago
2022-11-30 5:09pm
v2
· 2 years ago
2022-11-30 12:00am
v1
· 2 years ago
v8
2023-05-23 3:07pm
Generated on May 23, 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.
2300 Total Images
View All Images
Dataset Split
Train Set 87%
1992Images
Valid Set 8%
180Images
Test Set 6%
128Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 19% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical