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--- |
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language: |
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- de |
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- en |
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license: mit |
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tags: |
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- logistics |
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- shipping |
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- container |
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- classification |
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- port |
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- terminal |
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size_categories: |
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- n<100 |
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--- |
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# Container Status Classification Dataset |
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Dataset for training container status classification models in port logistics. |
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## Labels (15 categories) |
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| Label | Description | Urgency | |
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|-------|-------------|---------| |
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| DAMAGED | Container damaged, inspection required | high | |
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| DELAYED | Container delayed, schedule change | medium | |
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| CUSTOMS_HOLD | Customs inspection or hold | high | |
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| READY_PICKUP | Available for collection | low | |
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| GATE_IN | Container entered terminal | low | |
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| GATE_OUT | Container left terminal | low | |
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| LOADED | Loaded on vessel | low | |
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| DISCHARGED | Unloaded from vessel | medium | |
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| MISSING_SEAL | Seal missing or broken | high | |
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| WEIGHT_MISMATCH | Weight discrepancy | high | |
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| TEMP_ALERT | Temperature alert for reefers | critical | |
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| DOCUMENTS_MISSING | Missing paperwork | high | |
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| BLOCKED | Container blocking access | medium | |
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| RELEASED | Customs cleared, free to go | low | |
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| INSPECTION_REQUIRED | Survey/inspection needed | high | |
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## Data Structure |
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```json |
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{ |
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"text": "Container MSCU1234567 beschädigt", |
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"label": "DAMAGED", |
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"urgency": "high", |
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"action_required": "inspect_and_claim", |
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"container_id": "MSCU1234567" |
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} |
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``` |
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## Usage |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("mindchain/container-status-de") |
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``` |
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## Intended Models |
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- google/t5gemma-2-270m (edge deployment) |
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- google/t5gemma-2-1b (serverless) |
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- Fine-tuned for text-to-text classification |
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