CJYLab

Awesome-Model-Quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

pineapple

pineapple lang 是一个简单的编程语言 demo. 它包含了个手写的递归下降解析器和一个简单的解释器. 虽然该语言甚至不是图灵完备的. 但 pineapple 的主要目的是让编译原理初学者有一个预热, 简单了解一个编程语言是怎么构建的.

Pynq-CV-OV5640

Pynq computer vision examples with an OV5640 camera

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov3_pytorch

Yolov3 (+tiny) pythonic pytorch implementation.

PyTorch_YOLOv4

PyTorch implementation of YOLOv4

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

PWLQ

Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Travelling-Salesman-Problem

tsp solver for python

FPGAmagagine16_Vivado_HLS_AXI4M

Vitis-AI-Tutorials

pp4fpgas-cn

中文版 Parallel Programming for FPGAs

PYNQ_Workshop

High-Level-Synthesis-Flow-on-Zynq-using-Vivado-HLS

This course provides professors with an understanding of high-level synthesis design methodologies necessary to develop digital systems using Vivado HLS. Now under 2018.2 version.

PYNQ-Classification

Python on Zynq FPGA for Convolutional Neural Networks

EyerissF

An Eyeriss Chip (researched by MIT, a CNN accelerator) simulator and New DNN framework "Hive"

rocket-chip

Rocket Chip Generator

dana

Dynamically Allocated Neural Network Accelerator for the RISC-V Rocket Microprocessor in Chisel

spooNN

FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)

chisel-template

A template project for beginning new Chisel work

ofdm

Chisel Things for OFDM

AnimationsWithManim

Animation course with Manim

manim

A community-maintained Python framework for creating mathematical animations.

ShiftAddNet

[NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network

fastNLP

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.