Dataset Versions
Versions
2023-12-23 2:58pm
v12
· a year ago
2023-12-22 11:17pm
v11
· a year ago
2023-12-21 10:02pm
v10
· a year ago
2023-12-21 4:58pm
v9
· a year ago
2023-12-21 4:48pm
v8
· a year ago
2023-12-21 4:39pm
v7
· a year ago
2023-06-17 12:30am
v5
· 2 years ago
2023-06-04 4:54pm
v3
· 2 years ago
2023-05-28 2:43pm
v1
· 2 years ago
v5
2023-06-17 12:30am
Generated on Jun 16, 2023
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.
7062 Total Images
View All Images
Dataset Split
Train Set 90%
6375Images
Valid Set 5%
341Images
Test Set 5%
346Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 15-94% Horizontal Region, 4-80% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Noise: Up to 11% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°