Hsu 082

facet, dirty

Object Detection

facet, dirty Image Dataset

v2

2023-05-27 8:06pm

Generated on May 27, 2023

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 96%
207Images
Valid Set 3%
7Images
Test Set 0%
1Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Mosaic: Applied