Dataset Versions
Versions
2023-01-23 4:00pm
v12
· 2 years ago
2023-01-03 10:50pm
v10
· 2 years ago
2023-01-03 10:45pm
v9
· 2 years ago
2023-01-03 10:42pm
v8
· 2 years ago
2023-01-03 10:18pm
v7
· 2 years ago
2023-01-03 10:05pm
v6
· 2 years ago
2022-12-26 10:31pm
v5
· 2 years ago
2022-12-26 10:24pm
v4
· 2 years ago
2022-12-26 10:14pm
v3
· 2 years ago
2022-12-26 8:12pm
v2
· 2 years ago
2022-12-26 7:45pm
v1
· 2 years ago
v2
2022-12-26 8:12pm
Generated on Dec 26, 2022
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.
2807 Total Images
View All ImagesDataset Split
Train Set 80%
2253Images
Valid Set 11%
298Images
Test Set 9%
256Images
Preprocessing
Auto-Orient: Applied
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 30% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -47% and +47%
Bounding Box: Exposure: Between -30% and +30%
Bounding Box: Blur: Up to 11.5px
Bounding Box: Noise: Up to 5% of pixels