Dataset Versions
Versions
2023-03-28 10:50am
v9
· 2 years ago
2023-03-24 10:09pm
v8
· 2 years ago
2023-03-07 10:47am
v7
· 2 years ago
2023-02-17 1:16pm
v6
· 2 years ago
2023-02-16 10:35am
v5
· 2 years ago
2023-01-30 5:34pm
v4
· 2 years ago
2023-01-19 10:30am
v3
· 2 years ago
2023-01-19 10:27am
v2
· 2 years ago
2023-01-19 10:13am
v1
· 2 years ago
v8
2023-03-24 10:09pm
Generated on Mar 25, 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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5082 Total Images
View All ImagesDataset Split
Train Set 90%
4581Images
Valid Set 7%
348Images
Test Set 3%
153Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -20° and +20°
Shear: ±15° Horizontal, ±15° Vertical