Dataset Versions
Versions
2024-11-13 4:22pm
v12
· a month ago
2024-11-13 2:07pm
v11
· a month ago
2024-11-13 7:01am
v10
· a month ago
2024-11-12 6:02pm
v9
· a month ago
2024-11-12 5:34pm
v8
· a month ago
2024-11-09 3:52pm
v7
· a month ago
2024-11-09 10:48am
v6
· a month ago
2024-11-09 10:47am
v5
· a month ago
2024-11-09 3:03am
v4
· a month ago
2024-11-08 5:26pm
v3
· a month ago
2024-11-08 1:47pm
v2
· a month ago
2024-11-08 1:00pm
v1
· a month ago
v10
2024-11-13 7:01am
Generated on Nov 13, 2024
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.
4209 Total Images
View All Images
Dataset Split
Train Set 88%
3684Images
Valid Set 8%
351Images
Test Set 4%
174Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -20° and +20°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 6.12% of pixels
Cutout: 2 boxes with 10% size each
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 17% Maximum Zoom
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical