Dataset Versions
Versions
2023-08-09 4:55pm
v19
· a year ago
2023-08-07 5:41pm
v18
· a year ago
2023-08-07 5:17pm
v17
· a year ago
2023-08-07 4:34pm
v16
· a year ago
2023-08-06 11:36am
v15
· a year ago
2023-07-31 4:34pm
v14
· a year ago
2023-07-23 6:46pm
v13
· a year ago
2023-07-22 5:11pm
v12
· a year ago
2023-07-22 2:21pm
v11
· a year ago
2023-07-16 2:15pm
v10
· a year ago
2023-07-14 1:18pm
v9
· a year ago
2023-07-02 5:14pm
v6
· a year ago
2023-07-02 2:23pm
v5
· a year ago
2023-07-02 11:41am
v4
· a year ago
2023-06-06 8:07pm
v3
· a year ago
2023-06-06 1:49pm
v2
· a year ago
2023-06-06 11:55am
v1
· a year ago
v4
2023-07-02 11:41am
Generated on Jul 2, 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.
6392 Total Images
View All Images
Dataset Split
Train Set 87%
5556Images
Valid Set 8%
532Images
Test Set 5%
304Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 29% Minimum Zoom, 66% Maximum Zoom
Rotation: Between -22° and +22°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -37% and +37%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels