Dataset Versions
Versions
2024-11-15 9:31am
v10
· 3 days ago
2024-11-15 9:30am
v9
· 3 days ago
2024-11-14 10:41pm
v8
· 4 days ago
2024-11-14 9:13pm
v7
· 4 days ago
2024-11-14 5:20pm
v6
· 4 days ago
2024-11-14 2-01pm
v5
· 4 days ago
2024-11-14 10-14am
v4
· 4 days ago
2024-11-12 5:20am
v3
· 6 days ago
2024-11-12 4:00am
v2
· 6 days ago
2024-10-20 3:23pm
v1
· a month ago
v6
2024-11-14 5:20pm
Generated on Nov 14, 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.
2860 Total Images
View All Images
Dataset Split
Train Set 88%
2505Images
Valid Set 8%
234Images
Test Set 4%
121Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-77% Horizontal Region, 25-77% Vertical Region
Resize: Stretch to 540x540
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 5% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -24° and +24°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -14% and +14%
Blur: Up to 4.7px
Noise: Up to 1.92% of pixels
Mosaic: Applied