Dataset Versions
Versions
2024-05-20 8:42pm
v9
· 6 months ago
2024-05-20 8:39pm
v8
· 6 months ago
2024-05-20 8:12pm
v7
· 6 months ago
2024-05-20 8:10pm
v6
· 6 months ago
2024-05-20 8:08pm
v5
· 6 months ago
2024-05-20 8:05pm
v4
· 6 months ago
2024-05-20 8:03pm
v3
· 6 months ago
2024-03-16 2:17pm
v2
· 8 months ago
2024-03-16 2:03am
v1
· 9 months ago
v7
2024-05-20 8:12pm
Generated on May 20, 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.
2576 Total Images
View All Images
Dataset Split
Train Set 96%
2481Images
Valid Set 4%
95Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±36° Horizontal, ±38° Vertical
Grayscale: Apply to 25% of images
Hue: Between -15° and +15°
Saturation: Between -54% and +54%
Brightness: Between -25% and +25%
Exposure: Between -99% and +99%
Blur: Up to 4.8px
Noise: Up to 1.96% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels