Dataset Versions
Versions
2024-05-31 3:38pm
v29
· 6 months ago
2023-08-17 12:43pm
v28
· a year ago
2023-06-16 11:05am
v27
· a year ago
2023-05-09 9:27pm
v26
· 2 years ago
2023-05-09 2:28pm
v25
· 2 years ago
2023-05-07 10:21am
v23
· 2 years ago
2023-05-07 12:24am
v22
· 2 years ago
2023-05-03 9:33pm
v17
· 2 years ago
2023-05-03 4:22pm
v16
· 2 years ago
2023-05-03 11:36am
v13
· 2 years ago
2023-05-03 12:58am
v12
· 2 years ago
2023-05-03 12:48am
v11
· 2 years ago
2023-05-02 11:49pm
v10
· 2 years ago
2023-05-02 11:03pm
v9
· 2 years ago
2023-03-28 7:17pm
v8
· 2 years ago
v12
2023-05-03 12:58am
Generated on May 2, 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.
5106 Total Images
View All Images
Dataset Split
Train Set 81%
4149Images
Valid Set 11%
543Images
Test Set 8%
414Images
Preprocessing
Auto-Orient: Applied
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±19° Horizontal, ±32° Vertical
Hue: Between -79° and +79°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 3.25px
Noise: Up to 11% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 62% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels