Dataset Versions
Versions
2022-09-24 10:48pm
v18
· 2 years ago
2022-09-24 12:26am
v17
· 2 years ago
2022-09-09 9:12pm
v16
· 2 years ago
2022-09-09 9:09pm
v15
· 2 years ago
2022-09-09 9:08pm
v14
· 2 years ago
2022-09-09 9:07pm
v13
· 2 years ago
2022-09-09 9:04pm
v12
· 2 years ago
2022-09-02 3:37pm
v11
· 2 years ago
2022-09-02 3:35pm
v10
· 2 years ago
2022-09-01 11:16pm
v8
· 2 years ago
2022-09-01 11:14pm
v7
· 2 years ago
2022-09-01 11:11pm
v6
· 2 years ago
2022-09-01 11:09pm
v5
· 2 years ago
2022-09-01 12:44pm
v4
· 2 years ago
2022-09-01 12:43pm
v3
· 2 years ago
2022-09-01 12:41pm
v2
· 2 years ago
v3
2022-09-01 12:43pm
Generated on Sep 1, 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.
18 Total Images
View All Images
Dataset Split
Train Set 83%
15Images
Valid Set 6%
1Images
Test Set 11%
2Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Grayscale: Apply to 7% of images
Blur: Up to 4.75px
Cutout: 4 boxes with 32% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 22% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±45° Horizontal, ±45° Vertical
Bounding Box: Blur: Up to 4.25px