Dataset Versions
Versions
2023-06-06 5:41pm
v20
· 2 years ago
2023-06-06 1:33pm
v19
· 2 years ago
2023-06-06 12:12pm
v16
· 2 years ago
2023-06-06 10:09am
v15
· 2 years ago
2023-06-06 7:37am
v14
· 2 years ago
2023-06-05 8:19am
v13
· 2 years ago
2023-06-04 8:40pm
v12
· 2 years ago
2023-06-02 9:26am
v11
· 2 years ago
2023-05-31 8:12pm
v10
· 2 years ago
2023-05-30 1:00pm
v9
· 2 years ago
2023-05-30 12:02pm
v8
· 2 years ago
2023-05-22 8:58pm
v7
· 2 years ago
2023-05-22 4:30pm
v6
· 2 years ago
2023-05-19 9:23pm
v5
· 2 years ago
2023-05-18 9:57pm
v4
· 2 years ago
2023-05-09 8:37pm
v3
· 2 years ago
2023-05-09 8:07pm
v2
· 2 years ago
2023-04-20 9:13pm
v1
· 2 years ago
v20
2023-06-06 5:41pm
Generated on Jun 6, 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.
6046 Total Images
View All Images
Dataset Split
Train Set 87%
5283Images
Valid Set 8%
499Images
Test Set 4%
264Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 39% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Grayscale: Apply to 100% of images
Hue: Between -180° and +180°
Saturation: Between -70% and +70%
Brightness: Between -37% and +37%
Exposure: Between -22% and +22%
Blur: Up to 7px
Noise: Up to 25% of pixels
Cutout: 25 boxes with 10% size each
Mosaic: Applied