Dataset Versions
Versions
2024-07-10 7:03am
v10
· 6 months ago
2024-07-09 9:22pm
v9
· 6 months ago
2024-07-01 8:42pm
v8
· 6 months ago
2024-07-01 7:12pm
v7
· 6 months ago
2024-06-30 10:39pm
v6
· 6 months ago
2024-06-30 9:09pm
v5
· 6 months ago
2024-06-29 10:01am
v4
· 6 months ago
2024-06-28 1:19pm
v3
· 6 months ago
2024-06-26 8:28pm
v2
· 6 months ago
2024-06-26 1:12pm
v1
· 6 months ago
v6
2024-06-30 10:39pm
Generated on Jun 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.
3096 Total Images
View All Images
Dataset Split
Train Set 88%
2709Images
Valid Set 6%
194Images
Test Set 6%
193Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.5% of pixels
Cutout: 10 boxes with 2% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -30% and +30%
Bounding Box: Blur: Up to 0.9px
Bounding Box: Noise: Up to 3.31% of pixels