Dataset Versions
Versions
2024-05-06 10:25am
v9
· 7 months ago
2024-04-09 8:56am
v8
· 8 months ago
2024-04-08 4:19pm
v7
· 8 months ago
2024-04-08 3:23pm
v6
· 8 months ago
2024-02-05 4:50pm
v5
· 10 months ago
2024-02-05 4:26pm
v4
· 10 months ago
2023-12-15 1:14pm
v3
· a year ago
2023-12-11 4:04pm
v2
· a year ago
2023-11-30 2:44pm
v1
· a year ago
v2
2023-12-11 4:04pm
Generated on Dec 11, 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.
108 Total Images
View All Images
Dataset Split
Train Set 86%
93Images
Valid Set 9%
10Images
Test Set 5%
5Images
Preprocessing
Auto-Orient: Applied
Static Crop: 15-89% Horizontal Region, 25-76% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -105° and +105°
Brightness: Between -41% and +41%
Noise: Up to 12% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
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