Dataset Versions
Versions
2024-11-11 12:53pm
v21
· 2 months ago
2024-11-11 11:02am
v20
· 2 months ago
2024-11-11 9:17am
v19
· 2 months ago
2024-11-09 6:11pm
v18
· 2 months ago
2024-11-09 3:41pm
v17
· 2 months ago
2024-11-08 10:45am
v11
· 2 months ago
2024-11-07 7:16pm
v10
· 2 months ago
2024-11-07 4:57pm
v9
· 2 months ago
2024-11-07 1:02pm
v8
· 2 months ago
2024-11-07 12:19pm
v7
· 2 months ago
2024-11-07 11:35am
v6
· 2 months ago
2024-11-07 11:30am
v5
· 2 months ago
2024-11-07 11:05am
v4
· 2 months ago
2024-11-07 6:09am
v3
· 2 months ago
2024-11-07 5:19am
v2
· 2 months ago
2024-11-06 1:49pm
v1
· 2 months ago
v6
2024-11-07 11:35am
Generated on Nov 7, 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.
637 Total Images
View All Images
Dataset Split
Train Set 88%
558Images
Valid Set 8%
53Images
Test Set 4%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 89% of images
Hue: Between -71° and +71°
Saturation: Between -74% and +74%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Noise: Up to 0.1% of pixels