FEDn: An enterprise-ready open source federated learning framework. This repository contains the Python framework, CLI and API.

In this repository, we explore model compression for transformer architectures via quantization. We specifically explore quantization aware training of the linear layers and demonstrate the performance for 8 bits, 4 bits, 2 bits and 1 bit (binary) quantization.

A camera for measuring sediment grain sizes with edge ML

Material and source code for Udacity's Introduction to TensorFlow Lite

Python ML library for person fall detection. Intended for IoT deployments with on-device inference and on-device transfer learning.

Lightweight Attention U-Net for Breast Cancer Semantic Segmentation

A system for monitoring statistical data distribution shifts in distributed settings