Dataset Versions
Versions
2023-08-19 3:38am
v16
· a year ago
2023-08-19 3:20am
v15
· a year ago
2023-08-18 11:42pm
v14
· a year ago
2023-08-18 8:59pm
v13
· a year ago
2023-06-10 9:53pm
v12
· 2 years ago
2023-05-30 7:35am
v11
· 2 years ago
2023-05-27 2:49pm
v10
· 2 years ago
2023-05-26 11:15am
v9
· 2 years ago
2023-05-26 10:48am
v8
· 2 years ago
2023-05-25 1:19pm
v7
· 2 years ago
2023-05-24 3:27pm
v6
· 2 years ago
2023-05-24 3:23pm
v5
· 2 years ago
2023-05-24 1:42pm
v2
· 2 years ago
v6
2023-05-24 3:27pm
Generated on May 24, 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.
120 Total Images
View All Images
Dataset Split
Train Set 88%
105Images
Valid Set 6%
7Images
Test Set 7%
8Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-97% Horizontal Region, 15-100% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels