Dataset Versions
Versions
2022-11-20 3:52pm
v31
· 2 years ago
2022-11-20 12:27am
v30
· 2 years ago
2022-11-04 4:59pm
v26
· 2 years ago
2022-11-02 11:34pm
v25
· 2 years ago
2022-11-02 11:07pm
v23
· 2 years ago
2022-11-02 6:21pm
v22
· 2 years ago
2022-11-02 6:04pm
v19
· 2 years ago
2022-11-02 4:49pm
v18
· 2 years ago
2022-11-02 2:17pm
v17
· 2 years ago
2022-11-02 11:16am
v16
· 2 years ago
2022-10-30 10:47am
v2
· 2 years ago
2022-10-29 11:14pm
v1
· 2 years ago
v17
2022-11-02 2:17pm
Generated on Nov 2, 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.
4307 Total Images
View All Images
Dataset Split
Train Set 76%
3264Images
Valid Set 9%
405Images
Test Set 15%
638Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -20° and +20°
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 70% of images
Hue: Between -25° and +25°
Noise: Up to 2% of pixels
Cutout: 3 boxes with 4% size each