Store Shelves Dataset

v1

2022-08-02 1:02pm

Generated on Aug 2, 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.
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Dataset Split

Train Set 96%
264Images
Valid Set 2%
6Images
Test Set 2%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Bounding Box: Rotation: Between -30° and +30°
Shelf-Gaps
116 images
FYP
empty-slots-empty-slots-Empty-slots
2343 images
FYP
empty-slots-Empty-slots
1623 images