Features

This section covers the key features and functionality provided by the Synapse SDK.

Plugin System

Comprehensive plugin framework for building and managing ML workflows.

• Plugin Categories - Neural networks, export, upload, smart tools, and validation plugins
• Execution Methods - Job, Task, and REST API execution modes
• Development Guide - Create, test, and deploy custom plugins

Pipeline Patterns

Powerful workflow orchestration patterns for complex multi-step operations.

• Step Orchestration - Sequential step-based workflows with progress tracking and rollback
• Utility Steps - Built-in logging, timing, and validation step wrappers
• Action Integration - Seamless integration with Train, Export, and Upload actions

Data Converters

Comprehensive data format conversion utilities for computer vision datasets.

• Format Converters - Convert between DM, COCO, Pascal VOC, and YOLO formats
• Version Migration - Migrate DM datasets between versions

Utilities

Storage, file handling, and data transfer utilities.

• Storage Providers - Abstraction layer for S3, GCS, Azure, local, and SFTP storage
• File Utilities - Checksum, archive, and file I/O operations
• Network Utilities - Streaming and network transfer utilities