Dataset Versions
Versions
2022-09-08 9:31am
v11
· 2 years ago
2022-09-08 1:28am
v10
· 2 years ago
2022-09-07 4:45pm
v9
· 2 years ago
2022-09-07 6:39am
v8
· 2 years ago
2022-09-07 6:21am
v7
· 2 years ago
2022-09-07 12:32am
v6
· 2 years ago
2022-09-07 12:23am
v5
· 2 years ago
2022-09-06 11:50pm
v4
· 2 years ago
2022-09-06 11:48pm
v3
· 2 years ago
2022-09-06 11:43pm
v2
· 2 years ago
2022-09-06 7:29pm
v1
· 2 years ago
v8
2022-09-07 6:39am
Generated on Sep 6, 2022
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.
2389 Total Images
View All Images
Dataset Split
Train Set 87%
2088Images
Valid Set 8%
200Images
Test Set 4%
101Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Modify Classes: 2 remapped, 60 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 14% size each