Dataset Versions
Versions
2022-12-20 5:34pm
v16
· 2 years ago
2022-12-20 5:33pm
v15
· 2 years ago
2022-12-20 5:31pm
v14
· 2 years ago
2022-12-20 5:29pm
v13
· 2 years ago
2022-12-20 5:26pm
v12
· 2 years ago
2022-12-20 5:25pm
v11
· 2 years ago
2022-12-20 5:22pm
v10
· 2 years ago
2022-12-20 5:19pm
v9
· 2 years ago
2022-12-20 5:18pm
v8
· 2 years ago
2022-12-20 5:15pm
v7
· 2 years ago
2022-12-20 5:12pm
v6
· 2 years ago
2022-12-20 5:11pm
v5
· 2 years ago
2022-12-20 5:11pm
v4
· 2 years ago
2022-12-20 5:11pm
v3
· 2 years ago
2022-12-20 5:10pm
v2
· 2 years ago
2022-12-20 5:08pm
v1
· 2 years ago
v2
2022-12-20 5:10pm
Generated on Dec 20, 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.
80 Total Images
View All Images
Dataset Split
Train Set 94%
75Images
Valid Set 4%
3Images
Test Set 3%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 55% Maximum Zoom
Rotation: Between -27° and +27°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 43% of images
Hue: Between -83° and +83°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 8% of pixels
Cutout: 16 boxes with 10% size each