Naga Jyothirmayee Dodda

Connector

Object Detection

Connector Image Dataset

v7

2022-04-06 12:20pm

Generated on Apr 6, 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
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Dataset Split

Train Set 86%
96Images
Valid Set 10%
11Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Cutout: 2 boxes with 10% size each