Annotation Manipulation

VOC YOLO thing

Object Detection

VOC YOLO thing Image Dataset

v1

VisDrone2019_Train

Generated on Jun 8, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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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Dataset Split

Train Set 83%
9559Images
Valid Set 11%
1295Images
Test Set 6%
647Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Counter-Clockwise, Upside Down