amplify-whoi

Inference functions for SegGPT, a generalist segmentation model. Supports local inference and TorchServe inference.

Source code for the MorphoCluster application described in Schroeder et al. 2020

Amplify mediastore python client

A template for a stateless microservice.

A containerized demo of RabbitMQ, an AMQP pub/sub messaging system.

An example of a bridge between a blocking REST API and a messaging service

Imgae upload service for amplify PoC

Microservice for serving the IFCB flow metric.

Image processing pipeline PoC for the AMPLIfy project

connects amplify-imageproc to amqp messaging layer and provenanceDB

Microservice for serving IFCB focus metrics.

ONNX-based inference for plankton classification on IFCB data

Support for consuming and querying provenance

Microservice for fetching IFCB images and associated metadata

Abstraction and simplification of object storage APIs (e.g., S3)

A Media Store DB for Amplify to track metadata and various media reference IDs. Leverages the django ORM, with an API for access.

Simple CRUD object store

A pip installable package with amqp (rabbitmq) utilities for abstraction and ease of use with the AMPLIfy project.

Microservice for computing volume analyzed for IFCB data