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The dataset could not be loaded because the splits use different data file formats, which is not supported. Read more about the splits configuration. Click for more details.
Couldn't infer the same data file format for all splits. Got {NamedSplit('train'): ('imagefolder', {}), NamedSplit('validation'): ('text', {}), NamedSplit('test'): ('imagefolder', {})}
Error code: FileFormatMismatchBetweenSplitsError
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PLADICS Full Research Artifacts
This repository contains the large-scale research artifacts of:
PLADICS: A Lightweight YOLO26n-Based Framework for River-Surface Plastic Waste Detection and Collection.
Contents
This archive includes:
- Cleaned datasets
- Multiclass datasets
- Training experiments
- Cross-validation experiments
- Model evaluation results
Dataset
Datasets used:
- River Surface Image Dataset (RiSID)
- Riverine Plastic Litter Dataset
The datasets were refined through:
- Annotation auditing
- Invalid bounding box removal
- Non-plastic contamination removal
Experiments
Included experiments:
- YOLO-based detection experiments
- Clean dataset training
- Multiclass analysis
- Cross-validation experiments
Results
This folder contains:
- Evaluation results
- Performance analysis
- Generated figures and metrics
Main Code Repository
Source code, training scripts, and deployment implementation are available in:
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