Dataset Versions
Versions
2024-12-04 8:21pm
v12
· 17 days ago
2024-12-04 7:18pm
v11
· 17 days ago
2024-11-30 2:18pm
v10
· 22 days ago
2024-11-30 12:57pm
v9
· 22 days ago
2024-11-30 12:25am
v8
· 22 days ago
2024-11-29 10:52pm
v7
· 22 days ago
2024-11-29 10:20pm
v6
· 22 days ago
2024-11-29 10:18pm
v5
· 22 days ago
2024-11-29 10:03pm
v4
· 22 days ago
2024-11-29 10:01pm
v3
· 22 days ago
2024-11-04 8:13pm
v2
· 2 months ago
2024-10-28 6:14pm
v1
· 2 months ago
v2
2024-11-04 8:13pm
Generated on Nov 4, 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.
1992 Total Images
View All Images
Dataset Split
Train Set 88%
1749Images
Valid Set 8%
161Images
Test Set 4%
82Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -22° and +22°
Saturation: Between -32% and +32%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.8px
Noise: Up to 1.68% of pixels