Dataset Versions
Versions
2024-12-02 11:36am
v12
· 2 days ago
2024-11-29 10:09am
v11
· 5 days ago
2024-11-28 10:39am
v10
· 6 days ago
2024-11-28 10:26am
v9
· 6 days ago
2024-11-27 9:23am
v6
· 7 days ago
2024-11-20 7:41pm
v5
· 13 days ago
2024-11-03 8:24am
v4
· a month ago
2024-10-07 4:55am
v3
· 2 months ago
2024-10-03 9:51am
v1
· 2 months ago
v6
2024-11-27 9:23am
Generated on Nov 27, 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.
4426 Total Images
View All Images
Dataset Split
Train Set 91%
4008Images
Valid Set 8%
362Images
Test Set 1%
56Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Shear: ±6° Horizontal, ±6° Vertical
Grayscale: Apply to 9% of images
Hue: Between -18° and +18°
Saturation: Between -10% and +10%
Brightness: Between -18% and +18%
Exposure: Between -12% and +12%
Blur: Up to 0.6px
Noise: Up to 0.89% of pixels