Popular GitHub Repositories for Hw Sw Codesign

Production ready LLM model compression/quantization toolkit with hw accelerated inference support for both cpu/gpu via HF, vLLM, and SGLang.

?? A fast and flexible PyTorch inference server that runs locally, on any cloud or AI HW.

Colab notebooks to apply SimSwap to images, animated GIF, and videos.

LCAI-TIHU SW is a software stack of the AI inference processor based on RISC-V

SW components and demos for visual kinship recognition. An emphasis is put on the FIW dataset-- data loaders, benchmarks, results in summary.

DeepSaki is an add-on to TensorFlow. It provides a variaty of custom classes ranging from activation functions to entire models, helper functions to facilitate connectiong to your, compute HW and many more!

[TCAD'23] TransCODE: Co-design of Transformers and Accelerators for Efficient Training and Inference

Deep learning inference SW framework based on TensorFlow Lite for Aarch64 Linux

[SW???? ??????? ??? :trophy:] ?? ???? ?? AI ??? ??? FarmPro :evergreen_tree:

Masakhane swahili ner data prepossessed to support training in the spacy pipeline

HW-PiCollector is a lightweight and modular data collection system for residential energy monitoring. It leverages HomeWizard devices (P1 and kWh 1/3-phase meters) connected to a Raspberry Pi, collecting electricity consumption and production data in real-time.

SW-Caspar (Semantic Web-Cognitive Architecture System Planned and Reactive)

Course HW Submissions for Advanced Topics in Scientific Machine Learning

Al HW submissions made during the "Adversarial Learning Course" Of Y-DATA, Yandex

This project purpose a PlantCare system using SW-Prolog software. The proposed system can provide a robust platform for identifying plants diseases, recognizing pests, assessing nutrient deficiencies, and evaluating environmental stressors.

Comparative of the performance of computer vision models designed by hand and models designed using Hardware-Aware Neural Architecture Search (HW-NAS)

See beyond reality: Image super-resolution carved into silicon (FPGA Ignite 2024)