Dataset Versions
Versions
2024-11-12 7:42pm
v11
· 6 days ago
2024-11-11 1:36pm
v10
· 7 days ago
2024-10-25 2:47pm
v9
· 24 days ago
2024-10-25 11:55am
v8
· 24 days ago
2024-10-25 11:51am
v7
· 24 days ago
2024-10-25 11:50am
v6
· 24 days ago
2024-02-02 12:11pm
v5
· 10 months ago
2024-01-18 5:57pm
v4
· 10 months ago
2024-01-18 4:51pm
v3
· 10 months ago
2024-01-18 3:40pm
v2
· 10 months ago
2024-01-18 3:39pm
v1
· 10 months ago
v11
2024-11-12 7:42pm
Generated on Nov 12, 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.
3532 Total Images
View All Images
Dataset Split
Train Set 90%
3169Images
Valid Set 7%
233Images
Test Set 4%
130Images
Preprocessing
Auto-Orient: Applied
Static Crop: 26-73% Horizontal Region, 25-75% Vertical Region
Resize: Fill (with center crop) in 416x416
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Blur: Up to 4.5px