Team Mission AI

Waste Detection

Object Detection

Waste Detection Image Dataset

v1

2023-03-09 12:09pm

Generated on Mar 9, 2023

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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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Dataset Split

Train Set 82%
616Images
Valid Set 11%
82Images
Test Set 8%
57Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

No augmentations were applied.
Waste-Garbagebags
756 images
Trash
847 images
trash-PJtn
1995 images
trash-human
1595 images