playdata

convieience store

Object Detection

convieience store Image Dataset

v6

2022-12-21 10:53am

Generated on Dec 21, 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 87%
657Images
Valid Set 8%
62Images
Test Set 4%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Rotation: Between -45° and +45°
regularwaste-recyclablewaste
3974 images
le
can
2202 images
-glass-can-plastic
1365 images
sterilizationpack-notpaper-Capstone2
4757 images