Dataset Versions
Versions
2024-10-28 8:27pm
v9
· a month ago
2024-10-28 8:19pm
v8
· a month ago
2024-10-28 8:19pm
v7
· a month ago
2022-11-27 5:02pm
v6
· 2 years ago
2022-10-09 3:18pm
v5
· 2 years ago
2022-10-09 10:07am
v4
· 2 years ago
2022-10-06 4:58pm
v3
· 2 years ago
2022-10-06 4:12am
v2
· 2 years ago
2022-10-06 4:04am
v1
· 2 years ago
v3
2022-10-06 4:58pm
Generated on Oct 6, 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.
2179 Total Images
View All Images
Dataset Split
Train Set 87%
1899Images
Valid Set 9%
189Images
Test Set 4%
91Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -55% and +55%
Brightness: Between -43% and +43%
Blur: Up to 10px
Cutout: 3 boxes with 10% size each
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 10px