Dataset Versions
Versions
No augmentations were applied
v7
· 2 years ago
Crop- 25- Minimum Zoom- 25- Maximum Zoom Brightness- Between 0- and -15- Mosaic- Applied
v6
· 2 years ago
Brightness- Between 0- and -15- Mosaic- Applied
v4
· 2 years ago
Crop- 25- Minimum Zoom- 25- Maximum Zoom Mosaic- Applied
v2
· 2 years ago
Mosaic- Applied
v1
· 2 years ago
v6
Crop- 25- Minimum Zoom- 25- Maximum Zoom Brightness- Between 0- and -15- Mosaic- Applied
Generated on Apr 19, 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.
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248 Total Images
View All Images
Dataset Split
Train Set 87%
216Images
Valid Set 7%
17Images
Test Set 6%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 25% Minimum Zoom, 25% Maximum Zoom
Brightness: Between 0% and +15%
Mosaic: Applied