Dataset Versions
Versions
aruco only
v23
· 23 days ago
qr only
v22
· 23 days ago
2024-07-13 4:19am
v21
· 4 months ago
2024-07-02 8:52am
v20
· 5 months ago
2024-07-02 6:16am
v19
· 5 months ago
2024-07-02 4:47am
v17
· 5 months ago
2024-06-11 11:38am
v16
· 5 months ago
2024-05-11 8:09pm
v15
· 6 months ago
2024-05-11 6:32pm
v14
· 6 months ago
2024-03-22 4:53pm
v13
· 8 months ago
2024-02-19 10:53am
v12
· 9 months ago
2024-02-19 9:57am
v11
· 9 months ago
2024-01-08 11:45am
v10
· a year ago
2023-12-29 2:52pm
v9
· a year ago
2023-12-27 11:27pm
v8
· a year ago
2023-12-27 7:32pm
v7
· a year ago
2023-12-27 6:27pm
v6
· a year ago
2023-12-27 10:09am
v5
· a year ago
2023-12-26 2:57pm
v4
· a year ago
2023-12-26 2:30pm
v3
· a year ago
2023-12-26 2:00pm
v2
· a year ago
2023-12-26 12:32pm
v1
· a year ago
v12
2024-02-19 10:53am
Generated on Feb 19, 2024
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.
360 Total Images
View All Images
Dataset Split
Train Set 88%
315Images
Valid Set 8%
30Images
Test Set 4%
15Images
Preprocessing
Resize: Fit (black edges) in 1280x1280
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 10% of pixels
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical