Dataset Versions
Versions
2023-02-25 9:52am
v10
· 2 years ago
2023-02-19 8:56am
v8
· 2 years ago
2023-02-18 11:51am
v7
· 2 years ago
2023-02-10 12:15pm
v6
· 2 years ago
2023-02-10 10:59am
v5
· 2 years ago
2023-02-10 9:28am
v4
· 2 years ago
2023-02-09 8:28am
v3
· 2 years ago
2023-02-07 5:53pm
v2
· 2 years ago
2023-02-04 12:06pm
v1
· 2 years ago
v4
2023-02-10 9:28am
Generated on Feb 10, 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
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570 Total Images
View All Images
Dataset Split
Train Set 87%
495Images
Valid Set 8%
46Images
Test Set 5%
29Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 1.5px
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°