Dataset Versions
Versions
2023-12-21 12:06pm
v20
· a year ago
2023-06-14 11:38pm
v19
· a year ago
2023-06-06 4:41pm
v18
· 2 years ago
2023-06-05 6:39pm
v17
· 2 years ago
2023-06-03 5:12pm
v15
· 2 years ago
2023-06-03 3:55pm
v14
· 2 years ago
2023-06-03 3:47pm
v13
· 2 years ago
2023-06-03 3:40pm
v12
· 2 years ago
2023-06-03 2:41pm
v11
· 2 years ago
2023-06-03 2:15pm
v10
· 2 years ago
2023-06-03 11:37am
v9
· 2 years ago
2023-06-03 7:08am
v7
· 2 years ago
2023-06-03 12:11am
v6
· 2 years ago
2023-06-02 10:53pm
v5
· 2 years ago
2023-06-02 7:30pm
v4
· 2 years ago
2023-06-02 7:00pm
v3
· 2 years ago
v4
2023-06-02 7:30pm
Generated on Jun 2, 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.
2215 Total Images
View All Images
Dataset Split
Train Set 88%
1959Images
Valid Set 8%
167Images
Test Set 4%
89Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 18% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 5% of pixels