Dataset Versions
Versions
2024-08-27 2:46pm
v9
· 3 months ago
2024-08-21 2:54pm
v8
· 3 months ago
2024-05-11 4:53pm
v7
· 6 months ago
2024-05-07 5:11am
v6
· 7 months ago
2024-05-06 9:33pm
v5
· 7 months ago
2024-05-06 8:37pm
v4
· 7 months ago
2024-05-06 7:48pm
v3
· 7 months ago
2024-05-06 7:44pm
v2
· 7 months ago
2024-05-06 5:50am
v1
· 7 months ago
v7
2024-05-11 4:53pm
Generated on May 11, 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.
8610 Total Images
View All Images
Dataset Split
Train Set 75%
6480Images
Valid Set 13%
1100Images
Test Set 12%
1030Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Blur: Up to 6.9px
Noise: Up to 10% of pixels
Cutout: 20 boxes with 28% size each
Mosaic: Applied
Bounding Box: Exposure: Between -10% and +10%