Dataset Versions
Versions
2024-11-30 3:51pm
v27
· 15 hours ago
2024-11-07 4:12am
v26
· 24 days ago
2024-11-07 2:09am
v25
· 24 days ago
2024-11-06 10:30am
v24
· 25 days ago
2024-11-02 8:50am
v23
· a month ago
2024-11-02 6:51am
v22
· a month ago
2024-11-02 4:23am
v21
· a month ago
2024-11-01 1:10pm
v20
· a month ago
2024-11-01 10:08am
v19
· a month ago
2024-11-01 8:59am
v18
· a month ago
2024-11-01 8:41am
v17
· a month ago
v18
2024-11-01 8:59am
Generated on Nov 1, 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.
4712 Total Images
View All Images
Dataset Split
Train Set 92%
4353Images
Valid Set 8%
359Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 2 dropped
Filter Null: Require at least 97% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 20% of images
Brightness: Between -15% and +15%
Blur: Up to 1.9px