Dataset Versions
Versions
2024-06-19 2:54pm
v13
· 6 months ago
2024-04-14 3:16pm
v12
· 8 months ago
2024-04-14 1:17pm
v11
· 8 months ago
2024-03-02 11:04pm
v10
· 10 months ago
2024-03-02 10:14pm
v9
· 10 months ago
2024-02-25 11:31am
v8
· 10 months ago
2024-02-25 11:27am
v7
· 10 months ago
2024-02-25 9:18am
v4
· 10 months ago
v9
2024-03-02 10:14pm
Generated on Mar 2, 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.
194 Total Images
View All Images
Dataset Split
Train Set 90%
174Images
Valid Set 7%
13Images
Test Set 4%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 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, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 7% of images
Hue: Between -15° and +15°
Bounding Box: Noise: Up to 0.1% of pixels