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ObjectDetection

Object Detection

ObjectDetection Image Dataset

v1

2022-02-07 8:41pm

Generated on Feb 7, 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.
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Dataset Split

Train Set 89%
803Images
Valid Set 4%
37Images
Test Set 6%
58Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise