Dataset Versions
Versions
2024-10-30 1:22pm
v15
· 17 days ago
2024-10-13 1:06am
v14
· a month ago
2024-10-06 2:45pm
v13
· a month ago
2024-10-06 1:35pm
v12
· a month ago
2024-10-06 6:56am
v11
· a month ago
2024-10-06 1:19am
v10
· a month ago
2024-10-05 4:27pm
v9
· a month ago
2024-10-05 12:44am
v8
· a month ago
2024-10-02 2:13pm
v7
· a month ago
2024-10-02 2:09pm
v6
· a month ago
2024-09-29 3:04pm
v5
· 2 months ago
2024-09-28 3:58pm
v4
· 2 months ago
2024-09-28 11:09am
v3
· 2 months ago
2024-09-27 3:16pm
v2
· 2 months ago
2024-09-25 2:42pm
v1
· 2 months ago
v5
2024-09-29 3:04pm
Generated on Sep 29, 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.
1584 Total Images
View All Images
Dataset Split
Train Set 87%
1380Images
Valid Set 9%
140Images
Test Set 4%
64Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 18% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical