Dataset Versions
Versions
2024-10-03 2:26am
v16
· 2 months ago
2024-10-02 1:25pm
v15
· 2 months ago
2024-10-01 12:14pm
v14
· 2 months ago
2024-10-01 7:32am
v13
· 2 months ago
2024-09-25 3:30pm
v12
· 2 months ago
2024-09-25 1:33pm
v11
· 2 months ago
2024-09-24 7:10pm
v10
· 2 months ago
2024-09-24 6:51pm
v9
· 2 months ago
2024-09-24 6:09pm
v8
· 2 months ago
2024-09-24 6:01pm
v7
· 2 months ago
2024-09-24 5:55pm
v6
· 2 months ago
2024-09-24 5:50pm
v5
· 2 months ago
2024-09-24 5:27pm
v4
· 2 months ago
2024-09-24 5:06pm
v3
· 2 months ago
2024-09-24 5:05pm
v2
· 2 months ago
2024-09-24 4:36pm
v1
· 2 months ago
v14
2024-10-01 12:14pm
Generated on Oct 1, 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.
1951 Total Images
View All Images
Dataset Split
Train Set 88%
1716Images
Valid Set 8%
154Images
Test Set 4%
81Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 0.1% of pixels