Dataset Versions
Versions
2024-11-14 8-20am
v10
· 13 hours ago
2024-11-12 12:20pm
v9
· 2 days ago
2024-11-11 12:57pm
v8
· 3 days ago
2024-11-09 11:15am
v7
· 5 days ago
2024-11-09 7:26am
v6
· 6 days ago
2024-11-05 12:25pm
v5
· 9 days ago
2024-11-03 2:55pm
v4
· 11 days ago
2024-11-01 12:30pm
v3
· 13 days ago
2024-11-01 11:57am
v2
· 13 days ago
2024-11-01 11:48am
v1
· 13 days ago
v5
2024-11-05 12:25pm
Generated on Nov 5, 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.
2320 Total Images
View All Images
Dataset Split
Train Set 86%
1992Images
Valid Set 13%
300Images
Test Set 1%
28Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Noise: Up to 0.1% of pixels