Demos

Seldon Deploy support two versions of Seldon Core runtimes, Seldon Core v2 and Seldon Core v1.

General

Feature

Demo

Model Metadata

- Model Catalog

Security and System Monitoring

- Alert Management

Seldon Core v2 Runtime

Feature

Demo

Model Explanation

- Tabular Data Classification on Income Dataset
- Image Classification on CIFAR10 Dataset
- Text Sentiment on IMDB Movie reviews Dataset

Model and Data Monitoring

- Feature Distributions
- Drift Detection
- Outlier Detection

Security and System Monitoring

- Project Level Auth

Batch Jobs

- Batch Prediction Jobs

Deployment Servers and
Rollout Strategies

- Canary Promotion

Seldon Core v1 Runtime

Feature

Demo

Model Explanation

- Tabular Data Classification on Income Dataset
- Image Classification on CIFAR10 Dataset
- Text Sentiment on IMDB Movie reviews Dataset

Model and Data Monitoring

- Feature Distributions
- Drift Detection
- Outlier Detection
- Accuracy Metrics

Deployment Servers and
Rollout Strategies

- Seldon Pre-Packaged Servers / Canary Promotion
- NVIDIA Triton Server

Batch Jobs

- Prediction Jobs

Security and System Monitoring

- Project Level Auth