Dataset Versions
Versions
2024-02-05 7:55am
v10
· 9 months ago
2024-02-03 7:56am
v9
· 9 months ago
2024-02-02 5:38pm
v8
· 9 months ago
2024-02-02 12:55pm
v7
· 9 months ago
2024-02-02 6:38am
v6
· 9 months ago
2024-02-01 3:55pm
v5
· 9 months ago
2024-02-01 8:13am
v4
· 9 months ago
2024-01-31 5:44pm
v3
· 9 months ago
2024-01-31 1:44pm
v2
· 9 months ago
2024-01-31 5:17am
v1
· 10 months ago
v1
2024-01-31 5:17am
Generated on Jan 30, 2024
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.
5885 Total Images
View All Images
Dataset Split
Train Set 94%
5529Images
Valid Set 3%
195Images
Test Set 3%
161Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 10 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Noise: Up to 0.1% of pixels
Cutout: 6 boxes with 2% size each
Mosaic: Applied