Final Project Object detection for instore inventory management

Empty spaces in a supermarket hanger

Object Detection

Empty spaces in a supermarket hanger Image Dataset

v16

2022-12-17 1:08am

Generated on Dec 17, 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.
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Dataset Split

Train Set 84%
1682Images
Valid Set 10%
209Images
Test Set 5%
100Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Mosaic: Applied
Bounding Box: Shear: ±7° Horizontal, ±6° Vertical