Dataset Versions
Versions
2023-12-28 10:30am
v11
· a year ago
2023-12-28 9:47am
v10
· a year ago
2023-12-28 9:02am
v9
· a year ago
2023-12-28 8:40am
v8
· a year ago
2023-12-28 8:05am
v7
· a year ago
2023-12-28 7:48am
v6
· a year ago
2023-12-28 7:24am
v5
· a year ago
2023-12-28 6:23am
v4
· a year ago
2023-12-27 8:58pm
v3
· a year ago
2023-12-27 5:47pm
v1
· a year ago
v3
2023-12-27 8:58pm
Generated on Dec 27, 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.
182 Total Images
View All Images
Dataset Split
Train Set 87%
159Images
Valid Set 10%
19Images
Test Set 2%
4Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-46% Horizontal Region, 31-95% Vertical Region
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 5 remapped, 0 dropped
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -28° and +28°
Grayscale: Apply to 70% of images
Hue: Between -78° and +78°
Saturation: Between -71% and +71%
Brightness: Between -59% and +59%
Exposure: Between -46% and +46%
Blur: Up to 12px
Noise: Up to 14% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 11% of pixels