Machine learning use-cases

Polyaxon develops a single platform to help companies solve problems in any vertical with their data and model strategy in any industry .

Machine learning use-cases by vertical

  • Image

    • Visual Search
    • Face Detection and Recognition
    • Image Clustering and Categorization
    • Image Annotation and Tagging
    • Image Caption Generation
  • Text

    • Information Retrieval
    • Information Extraction
    • Sentiment Analysis
    • Translation
    • Text Summarization
    • Spam Filter
    • Auto-Complete
    • Auto-Correct
    • Question Answering
    • Text Generation
  • Video

    • Real Time Face Detection
    • Security
    • Gesture and Action Recognition
    • Video Search
  • Time Series

    • Anomaly Detection
    • Future Values Prediction
    • Trends Prediction
  • Sounds

    • Speech Recognition
    • Voice Generation
    • Sentiment Analysis
    • Sound Search

Project managers by industry

  • Finance

    • Market Prediction
    • Financial Product Pricing
    • Risk Analysis
    • Credit Card Churn Prediction
  • Insurance

    • Fraud Detection
    • Customer Churn Prediction
    • Insurance Products Recommendation
    • Damage Classification
    • Customer Risk Prediction
  • Mobility

    • Driver Decisions Augmentation
    • Collision Detection
    • Driver Assistance
  • Consumer Products

    • Product Recommendation
    • Targeted Advertising
    • Retargeting
    • Basket-Market Research
    • Sales Prediction
    • Inventory Optimization
  • Energy

    • Cost Optimization
    • Grid Management
    • Demand Prediction
    • Maintenance Prediction
    • Operational Efficiency Optimization
  • Healthcare

    • Diagnosis Recommendation
    • Drug Discovery
    • Medical Imaging Diagnosis
    • Personalized Medicine
  • Manufacturing

    • Fault Prediction
    • Maintenance Prediction
    • Inventory Management
    • Price Optimization