Dataset Versions
v3
2024-12-05 2:18pm
Generated on Dec 5, 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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17120 Total Images
View All Images
Dataset Split
Train Set 97%
16605Images
Valid Set 2%
330Images
Test Set 1%
185Images
Preprocessing
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -24° and +24°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -14% and +14%
Blur: Up to 4.9px
Noise: Up to 1.96% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -14% and +14%
Bounding Box: Blur: Up to 4.1px
Bounding Box: Noise: Up to 2.47% of pixels