cs424supermarket

combinedv7

Object Detection

combinedv7 Image Dataset

v1

v1

Generated on Mar 30, 2022

Popular Download Formats

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.
Other Formats
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Dataset Split

Train Set 88%
2532Images
Valid Set 10%
274Images
Test Set 2%
70Images

Preprocessing

Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
objects-objects-fruits-vegetables-objects
1403 images
fruits-vegetables-objects
1126 images
fruits-and-vege-objects-objects-objects-fruits-vegetables-objects
2148 images
Objects-fruits-fruits-vegetables-Objects-Fruits-and-Vege-objects
723 images