Dataset Versions
Versions
2023-12-27 11:24am
v13
· a year ago
2023-12-27 10:39am
v12
· a year ago
2023-12-06 12:57pm
v11
· a year ago
2023-12-06 10:00am
v10
· a year ago
2023-12-05 3:34pm
v9
· a year ago
2023-12-05 12:39pm
v8
· a year ago
2023-12-04 4:20pm
v7
· a year ago
2023-12-04 11:57am
v6
· a year ago
2023-12-04 10:34am
v5
· a year ago
2023-12-04 10:12am
v4
· a year ago
2023-12-04 9:21am
v3
· a year ago
v12
2023-12-27 10:39am
Generated on Dec 27, 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.
600 Total Images
View All Images
Dataset Split
Train Set 75%
450Images
Valid Set 18%
110Images
Test Set 7%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 240x240
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±11° Horizontal, ±18° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -68% and +68%
Brightness: Between -23% and +23%
Exposure: Between -25% and +25%
Blur: Up to 1.25px
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 3.75px
Bounding Box: Noise: Up to 5% of pixels