Benjamin Sylvanus

MinFinder

Object Detection

MinFinder Image Dataset

v2

2022-09-23 7:24pm

Generated on Sep 23, 2022

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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 87%
369Images
Valid Set 8%
35Images
Test Set 4%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Noise: Up to 1% of pixels