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