Dataset Versions
Versions
2024-10-01 9:13am
v11
· a month ago
2024-09-30 4:41pm
v10
· a month ago
2024-09-29 8:29pm
v9
· a month ago
2024-09-28 6:11pm
v8
· 2 months ago
2024-09-27 12:01am
v7
· 2 months ago
2024-09-23 8:40pm
v6
· 2 months ago
2024-09-22 7:38pm
v5
· 2 months ago
2024-09-19 11:24am
v3
· 2 months ago
2024-09-17 8:45pm
v2
· 2 months ago
2024-09-17 1:26pm
v1
· 2 months ago
v8
2024-09-28 6:11pm
Generated on Sep 28, 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.
15816 Total Images
View All Images
Dataset Split
Train Set 88%
13956Images
Valid Set 8%
1288Images
Test Set 4%
572Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-100% Vertical Region
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -15% and +15%
Noise: Up to 0.92% of pixels
Bounding Box: Noise: Up to 1.45% of pixels