maxpark

hls4ml

Machine learning in FPGAs using HLS

tinyml-papers-and-projects

This is a list of interesting papers and projects about TinyML.

tiny

MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers

tinyml

This repo is for Efinix TinyML platform, which offers end-to-end flow that facilitates TinyML solution deployment on Efinix FPGAs.

ThunderGP

HLS-based Graph Processing Framework on FPGAs

fpga-network-stack

Scalable Network Stack for FPGAs (TCP/IP, RoCEv2)

VVAS

Vitis Video Analytics SDK

fisheye-stereo-calibration

:camera: :camera: Fisheye stereo calibration using OpenCV and C++

zxing

ZXing ("Zebra Crossing") barcode scanning library for Java, Android

FIR-FIlter_HLS

Designing a fully pipelined and parallel FIR filter with float and fixed-point datatype. Using the Kria KV260 FPGA, HLS and Pynq

finn

Dataflow compiler for QNN inference on FPGAs

surf

A huge VHDL library for FPGA development

tesseract

Tesseract Open Source OCR Engine (main repository)

fpga_accelerator_yolov3tiny

edgeboard

Make Baidu EdgeBoard Lite as a general Zynq FPGA development board

evsoc

This repo is for Edge Vision SoC framework, which facilitates quick porting of users' design for Edge AI and Vision solutions.

alibi-detect

Algorithms for outlier, adversarial and drift detection

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

tinymlcontest2023_demo_evaluation

lcls2-coaxpress-over-fiber-apps

ViT-FPGA-TPU

FPGA based Vision Transformer accelerator (Harvard CS205)

ICCAD-TinyML2023-1st-Place

awesome-yolo-object-detection

🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

fastai

The fastai deep learning library

mindocr

A toolbox of OCR models, algorithms, and pipelines based on MindSpore

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

ultralytics

YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite