Ocean Plastics Waste Detection - Float Plastics

Object Detection

Dataset Versions

v13

2023-08-13 7:30pm

Generated on Aug 13, 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 88%
4398Images
Valid Set 8%
386Images
Test Set 4%
205Images

Preprocessing

Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -69% and +69%