Dataset Versions
Versions
2022-08-17 1:00pm
v27
· 2 years ago
2022-08-16 11:05am
v26
· 2 years ago
highresolution
v19
· 2 years ago
PreprocessedAndAugmented
v18
· 2 years ago
2022-08-11 11:29am
v17
· 2 years ago
2022-08-11 11:29am
v16
· 2 years ago
2022-08-11 11:29am
v15
· 2 years ago
2022-08-11 11:29am
v14
· 2 years ago
2022-08-11 11:29am
v13
· 2 years ago
2022-08-11 11:29am
v12
· 2 years ago
Dataset-Preprocess-Augmentation
v11
· 2 years ago
2022-08-09 10:01am
v5
· 2 years ago
2022-08-09 4:33pm
v3
· 2 years ago
2022-08-09 4:08pm
v2
· 2 years ago
2022-08-09 10:42am
v1
· 2 years ago
v19
highresolution
Generated on Aug 14, 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.
652 Total Images
View All Images
Dataset Split
Train Set 88%
576Images
Valid Set 8%
49Images
Test Set 4%
27Images
Preprocessing
Resize: Stretch to 1024x1024
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 100% of images
Exposure: Between -7% and +7%
Noise: Up to 2% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Brightness: Between -10% and +10%