Dataset Versions
Versions
2024-04-08 4:03am
v11
· 8 months ago
2024-04-04 5:16pm
v10
· 8 months ago
2024-04-04 9:03am
v9
· 8 months ago
2024-04-04 8:59am
v8
· 8 months ago
2024-04-03 5:03pm
v7
· 8 months ago
2024-04-03 4:59pm
v6
· 8 months ago
2024-04-03 4:45pm
v5
· 8 months ago
2024-04-03 12:18am
v4
· 8 months ago
2024-04-02 9:48pm
v3
· 8 months ago
2024-04-02 9:43pm
v2
· 8 months ago
2024-04-02 2:23pm
v1
· 8 months ago
v6
2024-04-03 4:59pm
Generated on Apr 3, 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.
7181 Total Images
View All Images
Dataset Split
Train Set 91%
6561Images
Valid Set 9%
620Images
Test Set %
0Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±13° Horizontal, ±13° Vertical
Brightness: Between -42% and +42%
Exposure: Between -26% and +26%
Blur: Up to 4.6px
Noise: Up to 2.36% of pixels
Cutout: 5 boxes with 10% size each
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: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 2.6% of pixels