Litter

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LitterDetector

Object Detection

LitterDetector Image Dataset

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Versions
2022-11-28 9:56pm
v2
Nov 29, 2022
2022-11-28 9:21pm
v1
Nov 29, 2022
v1

2022-11-28 9:21pm

Generated on Nov 29, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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5728 Total Images

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Dataset Split

Train Set 87%
5002Images
Valid Set 8%
484Images
Test Set 4%
242Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 848x480

Augmentations

Outputs per training example: 3
Brightness: Between -37% and +37%