Dataset Versions
Versions
2022-12-15 7:07pm
v21
· 2 years ago
2022-12-15 11:09am
v20
· 2 years ago
2022-12-14 3:03pm
v19
· 2 years ago
2022-12-14 2:52pm
v18
· 2 years ago
2022-11-23 6:27pm
v17
· 2 years ago
2022-11-23 6:22pm
v16
· 2 years ago
2022-11-15 4:26pm
v15
· 2 years ago
2022-11-13 8:55pm
v14
· 2 years ago
2022-11-12 11:52am
v13
· 2 years ago
2022-11-12 11:47am
v12
· 2 years ago
2022-11-12 11:21am
v11
· 2 years ago
2022-11-12 11:17am
v10
· 2 years ago
2022-11-12 11:12am
v9
· 2 years ago
2022-11-12 11:05am
v8
· 2 years ago
2022-11-09 10:02pm
v7
· 2 years ago
2022-11-09 9:46pm
v6
· 2 years ago
2022-11-08 2:48pm
v5
· 2 years ago
2022-11-08 2:45pm
v4
· 2 years ago
2022-11-07 9:03pm
v3
· 2 years ago
2022-11-06 11:17am
v2
· 2 years ago
2022-11-04 2:32pm
v1
· 2 years ago
v17
2022-11-23 6:27pm
Generated on Nov 23, 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.
4026 Total Images
View All Images
Dataset Split
Train Set 84%
3399Images
Valid Set 13%
526Images
Test Set 3%
101Images
Preprocessing
Resize: Stretch to 640x640
Modify Classes: 16 remapped, 3 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±23° Horizontal, ±7° Vertical
Brightness: Between -30% and +30%
Blur: Up to 1px
Noise: Up to 1% of pixels
Bounding Box: Flip: Horizontal, Vertical