LitterPicker

Litter2

Object Detection

Litter2 Image Dataset

v2

2022-02-27 8:17pm

Generated on Feb 27, 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 81%
346Images
Valid Set 12%
52Images
Test Set 7%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Trash
2998 images
Garbage
1499 images
litter-waste
1499 images