Dataset Versions
Versions
2024-11-07 9:42am
v12
· 14 days ago
2024-11-07 9:22am
v11
· 14 days ago
2024-11-07 9:13am
v10
· 15 days ago
2024-11-06 10:54pm
v9
· 15 days ago
2024-11-05 6:21pm
v8
· 16 days ago
2024-11-04 2:16pm
v7
· 17 days ago
2024-11-03 11:16am
v6
· 18 days ago
2024-11-02 11:03pm
v5
· 19 days ago
2024-11-02 3:28pm
v4
· 19 days ago
2024-10-22 9:25pm
v3
· a month ago
2024-10-22 6:36pm
v2
· a month ago
2024-10-22 6:16pm
v1
· a month ago
v11
2024-11-07 9:22am
Generated on Nov 7, 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.
12365 Total Images
View All Images
Dataset Split
Train Set 86%
10653Images
Valid Set 9%
1065Images
Test Set 5%
647Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-67% Horizontal Region, 25-76% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±5° Horizontal, ±9° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -14% and +14%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.22% of pixels