Dataset Versions
v5
2023-01-27 8:15am
Generated on Jan 27, 2023
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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3096 Total Images
View All Images
Dataset Split
Train Set 95%
2928Images
Valid Set 4%
124Images
Test Set 1%
44Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Tile: 2 rows x 2 columns
Modify Classes: 39 remapped, 2 dropped
Filter Null: Do not filter any null images.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Rotation: Between -2° and +2°
Shear: ±14° Horizontal, ±14° Vertical
Brightness: Between -15% and +15%
Exposure: Between -3% and +3%
Blur: Up to 0.25px
Noise: Up to 2% of pixels
Cutout: 12 boxes with 9% size each