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1d-timedomainconvolution-vhdl

RC 5721 Final Project

accessing-and-modifying-different-layers-of-a-pretrained-model-in-pytorch

amc-compressed-models

[ECCV 2018] Compressed models from AMC: AutoML for Model Compression and Acceleration on Mobile Devices.

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-semi-supervised-learning

:scroll: An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

bing-objectness

Python implementation of BING Objectness method from "BING: Binarized Normed Gradients for Objectness Estimation at 300fps".

bismo

BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing

blenderphong

caffe-cnn-generator

Scripts to generate and train CNNs using pyCaffe API

camera-hdl-design

camera(OV5640) interface HDL design.

canard

A fork of CANard with various tweaks and improvements implemented

click_mcp25625

Library for MCP25625 click board

cnn-quantization

Quantization of Convolutional Neural networks.

cswin-transformer

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022

darknet

Convolutional Neural Networks

dataset_synthesizer

NVIDIA Deep learning Dataset Synthesizer (NDDS)

deep-compression-alexnet

Deep Compression on AlexNet

dib-r

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

dsd

DSD model zoo. Better accuracy models from DSD training on Imagenet with same model architecture

efficientnet-pytorch

A PyTorch implementation of EfficientNet

eie-pytorch

PyTorch implementation for EIE https://arxiv.org/abs/1602.01528

examples

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

fastphotostyle

Style transfer, deep learning, feature transform

fpga-ethernet-communication

An Ethernet based communication interface between two FPGAs through hardware description on VHDL and Verilog.

fpga_displayport

An implementation of DisplayPort protocol for FPGAs

free-tpu

Free TPU for FPGA with Lenet, MobileNet, Squeezenet, Resnet, Inception V3, YOLO V3, and ICNet. Deep learning acceleration using Xilinx zynq (Zedboard or ZC702 ) or kintex-7 to solve image classification, detection, and segmentation problem.

gemmlowp

Low-precision matrix multiplication

glacial

Glacial - microcoded RISC-V core designed for low FPGA resource utilization

gvcnn-pytorch

A PyTorch version group view convolution network. It is used in 3D classification and 3D retrieval.