Dataset Versions
Versions
2023-05-21 4:07am
v11
· 2 years ago
2023-05-21 2:42am
v10
· 2 years ago
2023-05-21 2:28am
v9
· 2 years ago
2023-05-20 10:47pm
v8
· 2 years ago
2023-05-20 10:40pm
v7
· 2 years ago
2023-05-20 10:34pm
v6
· 2 years ago
2023-05-20 10:19pm
v5
· 2 years ago
2023-05-20 10:03pm
v4
· 2 years ago
2023-05-20 9:55pm
v3
· 2 years ago
2023-05-13 6:48pm
v2
· 2 years ago
2023-05-13 6:37pm
v1
· 2 years ago
v2
2023-05-13 6:48pm
Generated on May 13, 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.
4460 Total Images
View All Images
Dataset Split
Train Set 82%
3664Images
Valid Set 13%
565Images
Test Set 5%
231Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 12-83% Horizontal Region, 34-72% Vertical Region
Resize: Stretch to 1088x1088
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 70% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -10° and +10°
Saturation: Between -10% and +10%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 1% of pixels
Cutout: 7 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
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°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 1px
Bounding Box: Noise: Up to 1% of pixels