🌾 Sensor Analytics API

Advanced Machine Learning Service Dashboard

All Systems Operational

📊

Total Requests

17935

Active

🎯

Predictions Made

17694

Processing

⏱️

Service Uptime

21 days, 4:01:17

Running

🤖

Active Models

9

Loaded

System Performance

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API Activity

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Model Usage

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Health Score

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🤖 ML Models

🧪

MBRT Classifier

Enhanced 966-sensor model

🎨

Resazurin Color

V11 comprehensive detection

🌾

Grain Moisture

MLP-based prediction

🥥

Palm Oil TPM

Random Forest v6

🌿

Cotton Oil TPC

Enhanced consignment-folded

🥛

Alcohol Detection

LightGBM optimized

💻 System Resources

⚡

CPU Usage

1.3%

💾

Memory Usage

42.2%

🔄

Available Memory

9.3 GB

📈 API Endpoint Metrics

Endpoint	Requests	Predictions	Errors	Avg Time (ms)	Last Request
/mbrt	14	14	0	380.6	10:29:03
/resazurin	396	396	0	1318.9	06:32:44
/alcoholmilk	17226	17226	0	4.0	10:47:14
/cottonoil	58	58	0	89.2	10:24:35