Siddharth Kumar Sah

main

Object Detection

main Image Dataset

v2

masterv2

Generated on Sep 29, 2021

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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.
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Dataset Split

Train Set 84%
447Images
Valid Set 10%
54Images
Test Set 5%
28Images

Preprocessing

Resize: Fit (black edges) in 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical