Dataset Versions
Versions
2023-08-04 1:42pm
v43
· a year ago
2023-08-04 1:40pm
v42
· a year ago
2023-07-28 2:50pm
v41
· a year ago
2023-07-23 7:49pm
v40
· a year ago
2023-07-23 7:48pm
v39
· a year ago
2023-07-23 2:57pm
v38
· a year ago
2023-07-23 1:47pm
v37
· a year ago
2023-07-23 9:29am
v36
· a year ago
2023-07-22 4:01pm
v35
· a year ago
2023-07-22 1:56pm
v34
· a year ago
2023-07-20 4:19pm
v33
· a year ago
2023-07-20 11:33am
v32
· a year ago
2023-07-18 8:58pm
v31
· a year ago
2023-07-18 5:49pm
v30
· a year ago
2023-07-18 5:41pm
v29
· a year ago
2023-07-18 11:47am
v26
· a year ago
2023-07-17 4:46pm
v25
· a year ago
2023-07-17 3:17pm
v24
· a year ago
2023-07-17 12:16pm
v13
· a year ago
v30
2023-07-18 5:49pm
Generated on Jul 18, 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.
4914 Total Images
View All Images
Dataset Split
Train Set 87%
4293Images
Valid Set 8%
414Images
Test Set 4%
207Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 30% of images
Hue: Between -15° and +15°
Saturation: Between -40% and +40%
Brightness: Between -30% and +30%
Exposure: Between -7% and +7%
Blur: Up to 0.5px
Noise: Up to 3% of pixels
Cutout: 12 boxes with 9% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -30% and +30%
Bounding Box: Exposure: Between -7% and +7%
Bounding Box: Blur: Up to 0.5px
Bounding Box: Noise: Up to 3% of pixels