Dataset Versions
Versions
2023-09-05 6:18pm
v21
· a year ago
2023-09-05 6:14pm
v20
· a year ago
2023-08-31 12:33am
v18
· a year ago
2023-06-08 8:32pm
v12
· a year ago
2023-06-08 2:14am
v11
· a year ago
2023-06-07 1:20am
v10
· a year ago
2023-05-31 2:07am
v9
· 2 years ago
2023-05-30 10:36pm
v8
· 2 years ago
2023-05-30 2:32am
v7
· 2 years ago
2023-05-10 2:25am
v5
· 2 years ago
2023-04-03 4:18pm
v1
· 2 years ago
v7
2023-05-30 2:32am
Generated on May 29, 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.
3070 Total Images
View All Images
Dataset Split
Train Set 88%
2706Images
Valid Set 12%
364Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -20% and +20%
Bounding Box: Blur: Up to 1.75px
Bounding Box: Noise: Up to 4% of pixels