Keirishan Balachandran

Sample

Object Detection

Sample Image Dataset

v4

2023-06-28 4:31pm

Generated on Jun 28, 2023

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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 80%
387Images
Valid Set 13%
62Images
Test Set 7%
34Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images