Dataset Versions
Versions
2023-01-18 3:14am
v10
· 2 years ago
2023-01-18 3:00am
v9
· 2 years ago
2023-01-18 2:16am
v8
· 2 years ago
aug dataset 2023-01-18 1-51am
v7
· 2 years ago
raw dataset 2023-01-18 1-06am
v6
· 2 years ago
2023-01-17 11:42pm
v5
· 2 years ago
2023-01-17 2:36am
v4
· 2 years ago
2023-01-17 2:15am
v3
· 2 years ago
2023-01-17 2:05am
v2
· 2 years ago
2023-01-17 1:15am
v1
· 2 years ago
v5
2023-01-17 11:42pm
Generated on Jan 17, 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.
562 Total Images
View All Images
Dataset Split
Train Set 73%
411Images
Valid Set 18%
103Images
Test Set 9%
48Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 800x783
Modify Classes: 4 remapped, 22 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 40% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels