Dataset Versions
Versions
2023-05-23 1:11am
v14
· 2 years ago
2023-05-16 10:53pm
v13
· 2 years ago
2023-05-16 9:45pm
v12
· 2 years ago
2023-05-16 2:52pm
v10
· 2 years ago
2023-05-03 12:34am
v8
· 2 years ago
2023-05-02 10:21pm
v7
· 2 years ago
2023-03-31 12:20pm
v5
· 2 years ago
2023-03-31 11:21am
v4
· 2 years ago
2023-03-21 9:22am
v3
· 2 years ago
2023-02-12 12:50am
v2
· 2 years ago
2023-02-12 12:33am
v1
· 2 years ago
v5
2023-03-31 12:20pm
Generated on Mar 31, 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.
452 Total Images
View All Images
Dataset Split
Train Set 92%
417Images
Valid Set 4%
18Images
Test Set 4%
17Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Saturation: Between -11% and +11%
Exposure: Between -9% and +9%
Blur: Up to 7.75px
Noise: Up to 13% of pixels
Mosaic: Applied
Bounding Box: Flip: Vertical
Bounding Box: Noise: Up to 5% of pixels