Searching for Hardware Aware Neural Networks on ImageNet for FPGA in MobilenetV3 Search Space

Orama NAS Codebase: a modular framework for composing and evaluating neural architecture search strategies from interchangeable components (selection, crossover, mutation, variation, replacement, termination, and evaluation), operating on a dataset issued by merging NAS-Bench-201 and HW-NAS-Bench to optimize accuracy-latency trade-offs.

Environment Sound Classification with Deep Learning using Hardware Aware - Neural Architecture Search

Official code repo of SEC'25 paper: PlatformX: An End-to-End Transferable Platform for Energy-Efficient Neural Architecture Search

Code for paper "Automated Design for Hardware-aware Graph Neural Networks on Edge Devices"

Code for paper "Automated Spatial-Temporal Graph Neural Network Search for Skeleton-based Human Action Recognition on Edge Devices"