Dataset Versions
Versions
2024-08-28 9:11am
v21
· 2 months ago
2024-08-28 9:08am
v20
· 2 months ago
2024-08-28 9:05am
v19
· 2 months ago
2024-08-28 9:00am
v18
· 2 months ago
2024-08-28 8:44am
v17
· 2 months ago
2024-08-28 7:32am
v16
· 2 months ago
2024-08-28 7:08am
v15
· 2 months ago
2024-08-28 6:37am
v13
· 2 months ago
2024-08-28 4:03am
v12
· 2 months ago
2024-08-28 1:31am
v11
· 2 months ago
2024-08-27 5:22pm
v10
· 2 months ago
2024-08-27 4:16pm
v9
· 2 months ago
2024-08-27 8:18am
v8
· 2 months ago
2024-08-27 7:47am
v7
· 2 months ago
2024-08-27 7:33am
v6
· 2 months ago
2024-08-27 7:32am
v5
· 2 months ago
2024-08-27 7:15am
v4
· 2 months ago
2024-08-27 6:07am
v3
· 2 months ago
2024-08-27 2:33am
v2
· 2 months ago
2024-08-26 10:48pm
v1
· 2 months ago
v15
2024-08-28 7:08am
Generated on Aug 28, 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.
1844 Total Images
View All Images
Dataset Split
Train Set 88%
1614Images
Valid Set 7%
137Images
Test Set 5%
93Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-76% Horizontal Region, 27-73% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 3% Maximum Zoom
Saturation: Between -18% and +18%
Blur: Up to 2.4px
Noise: Up to 1.32% of pixels
Cutout: 2 boxes with 25% size each
Bounding Box: Shear: ±1° Horizontal, ±1° Vertical