maxpark

hailo_model_zoo

The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment

hls4ml

Machine learning in FPGAs using HLS

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.

awesome-yolo-object-detection

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

DB

A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

EasyOCR

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

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.

fastai

The fastai deep learning library

finn

Dataflow compiler for QNN inference on FPGAs

fpga_accelerator_yolov3tiny

mindocr

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

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

treepoem

Barcode rendering for Python supporting QRcode, Aztec, PDF417, I25, Code128, Code39 and many more types.

ultralytics

YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov5-fpga-hardware-acceleration

网络训练、图像预处理以及部分hend功能是基于pc端实现的，只有主干网络部署在fpga上，片上资源无法支持整个网络所需资源，建议添加外部存储及DDR

zxing

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

lcls2-coaxpress-over-fiber-apps

surf

A huge VHDL library for FPGA development (CXP)

tinyml

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

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）

QuantLaneNet

QuantLaneNet: A 640-FPS and 34-GOPS/W FPGA-Based CNN Accelerator for Lane Detection (Sensors 2023)

TinyML-Design-Contest-2023

tinymlcontest2023_demo_evaluation

tinymlcontest2023_demo_example

ViT-FPGA-TPU

FPGA based Vision Transformer accelerator (Harvard CS205)