Dataset Versions
Versions
2023-05-17 1:03pm
v11
· 2 years ago
2023-04-07 10:19am
v10
· 2 years ago
2023-04-06 10:05am
v8
· 2 years ago
2023-04-06 1:52am
v7
· 2 years ago
2023-04-05 11:54pm
v6
· 2 years ago
2023-04-05 10:24pm
v5
· 2 years ago
2023-04-04 12:59am
v4
· 2 years ago
2023-04-03 11:17pm
v3
· 2 years ago
2023-04-03 10:48pm
v2
· 2 years ago
2023-04-03 9:56pm
v1
· 2 years ago
v5
2023-04-05 10:24pm
Generated on Apr 5, 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.
3893 Total Images
View All Images
Dataset Split
Train Set 94%
3668Images
Valid Set 3%
112Images
Test Set 3%
113Images
Preprocessing
Auto-Orient: Applied
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels