Dataset Versions
Versions
Clean
v18
· 2 years ago
2023-01-05 11:58am
v17
· 2 years ago
2022-07-26 10:56pm
v14
· 2 years ago
2022-07-26 10:51pm
v13
· 2 years ago
2022-07-26 12:06am
v10
· 2 years ago
Complete
v8
· 2 years ago
2022-07-15 11:05am
v7
· 2 years ago
2022-07-12 9:06pm
v6
· 2 years ago
2022-07-12 1:20pm
v5
· 2 years ago
2022-07-11 11:37am
v4
· 2 years ago
2022-07-05 3:53pm
v2
· 2 years ago
2022-07-03 3:55pm
v1
· 2 years ago
v13
2022-07-26 10:51pm
Generated on Jul 26, 2022
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.
5926 Total Images
View All Images
Dataset Split
Train Set 87%
5178Images
Valid Set 8%
494Images
Test Set 4%
254Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 160x160
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 2% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Blur: Up to 0.25px