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README.md
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@@ -14,53 +14,21 @@ and machine learning models (Random Forest + XGBoost).
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The API is running in production on Hugging Face Spaces.
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Base Endpoint: https://carpenterbb-api-transpetro-hackathon.hf.space
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Interactive Documentation (Swagger): https://carpenterbb-api-transpetro-hackathon.hf.space/docs
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All requests must include the following
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access_token = hackathon_transpetro_2025
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🔮 Prediction Route
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POST /predict
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Sends data from a voyage or navigation segment and receives the hull diagnosis.
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{
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"shipName": "Navio Teste 2",
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"classe_navio": "Suezmax",
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"speed": 12.5,
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"duration": 24.0,
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"distance": 300.0,
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"beaufortScale": 3,
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"Area_Molhada": 22500.0,
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"MASSA_TOTAL_TON": 55.0,
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"TIPO_COMBUSTIVEL_PRINCIPAL": "VLSFO",
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"decLatitude": -23.0,
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"decLongitude": -43.0,
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"DiasDesdeUltimaLimpeza": 600
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}
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Response
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{
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"status": "sucesso",
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"navio": "Navio Teste 2",
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"lof_previsto": 4,
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"condicao_texto": "CRÍTICO",
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"dados_tecnicos": {
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"perda_performance_mj": 85000.50,
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"risco_regional": 4.0,
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"prejuizo_estimado_viagem_usd": 1340.25
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},
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"recomendacao": "AGENDAR LIMPEZA"
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}
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Author:
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Gabrielly Gomes
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Machine Learning Engineer.
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Attention:
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This model
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My team:
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Gabrielly Gomes - ML Engineer
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Patrick Passos - Developer
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Lucas - Designer/Business
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The API is running in production on Hugging Face Spaces.
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- Base Endpoint: https://carpenterbb-api-transpetro-hackathon.hf.space
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- Interactive Documentation (Swagger): https://carpenterbb-api-transpetro-hackathon.hf.space/docs
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- All requests must include the following: access_token = hackathon_transpetro_2025
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🔮 Prediction Route
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- POST /predict
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Author:
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- Gabrielly Gomes (Machine Learning Engineer)
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Attention:
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This model was developed for Transpetro(Petrobras) Hackathon.
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My team:
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- Gabrielly Gomes - ML Engineer
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- Patrick Passos - Developer (full stack)
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- Lucas Fernandes - Designer/Business
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