Dataset Versions
Versions
2024-06-07 10:54pm
v12
· 6 months ago
2024-06-07 3:13pm
v11
· 6 months ago
2024-05-28 2:53pm
v10
· 6 months ago
2024-05-28 2:28pm
v9
· 6 months ago
2024-05-28 1:20pm
v8
· 6 months ago
2024-05-28 2:30am
v7
· 6 months ago
2024-05-28 1:12am
v6
· 6 months ago
2024-05-27 4:13pm
v5
· 6 months ago
2024-05-26 11:57pm
v4
· 6 months ago
2024-05-26 11:57pm
v3
· 6 months ago
2024-05-26 11:56pm
v2
· 6 months ago
2024-05-21 9:40pm
v1
· 6 months ago
v12
2024-06-07 10:54pm
Generated on Jun 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
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499 Total Images
View All ImagesDataset Split
Train Set 88%
438Images
Valid Set 8%
42Images
Test Set 4%
19Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Rotation: Between -17° and +17°
Shear: ±45° Horizontal, ±21° Vertical
Hue: Between -15° and +15°
Cutout: 3 boxes with 10% size each
Bounding Box: Crop: 0% Minimum Zoom, 90% Maximum Zoom
Bounding Box: Rotation: Between -18° and +18°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 10% of pixels