263 Open source projects that are alternatives of or similar to Deep-Compression.Pytorch

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework

Group Fisher Pruning for Practical Network Compression(ICML2021)

benchmarking miopen

Remove/Backup – settings & cli for macOS (OS X) – DataGrip, AppCode, CLion, Gogland, IntelliJ, PhpStorm, PyCharm, Rider, RubyMine, WebStorm

Portable set of log collection and visualization tools

Read the BME680 sensor with the BSEC library on Linux (e.g. Raspberry Pi)

Code for the BMVC paper (http://bmvc2018.org/contents/papers/1003.pdf)

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

A list of popular deep learning models related to classification, segmentation and detection problems

Caffe Wide-Residual-Network (WRN) Generator

This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"

SE-Net Incorporates with ResNet and WideResnet on CIFAR-10/100 Dataset.

Genre Classification using Convolutional Neural Networks

Intel® Neural Compressor (formerly known as Intel® Low Precision Optimization Tool), targeting to provide unified APIs for network compression technologies, such as low precision quantization, sparsity, pruning, knowledge distillation, across different deep learning frameworks to pursue optimal inference performance.

Deploy your Flask web app classifier on Heroku which is written using fastai library.

Simple hand classifier by Pytorch and ResNet

Per-session checkpoint for boosting up your research

Implement of Dynamic Model Pruning with Feedback with pytorch

a deep accent recognition network

A collection of deep learning models (PyTorch implemtation)

This is a code repository for pytorch c++ (or libtorch) tutorial.

一种运用resnet进行车型识别的方法，

PyTorch pipeline of MIT Driverless Computer Vision paper(2020)

[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen

medium blog supplementaries | Backprop | Resnet & ResNext | RNN |

No description or website provided.

Identifies emotion(s) from user facial expressions

This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.

FW1-Loggrabber is a command-line tool to grab logfiles from remote Checkpoint devices using OPSEC LEA (Log Export API)

Your local Flux surgeon

De novo protein structure prediction using iteratively predicted structural constraints

TensorFlow ImageNet - Training and SOTA checkpoints

FasterAI: A repository for making smaller and faster models with the FastAI library.

Unofficial pytorch implementation of ReZero in ResNet

A package to make do Network Slimming a little easier

OpenMMLab Model Compression Toolbox and Benchmark.

Scripts to work with LMDB + PyTorch for Imagenet training

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

PyTorch implementation of DeepDream algorithm

Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, DeiT, FaceViT.

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

Evaluate results from ASR/Speech-to-Text quickly

SimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

Multiclass image classification using Convolutional Neural Network

Caffe Squeezenet model for binary classification of pornographic/non-pornographic material

记录每一个常用的深度模型结构的特点（图和代码）

Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

A research library for pytorch-based neural network pruning, compression, and more.

[NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: A Unified Optimization Framework”

Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626

Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124

This library enables you to use Interrupt from Hardware Timers on an SAMD-based board. These SAMD Hardware Timers, using Interrupt, still work even if other functions are blocking. Moreover, they are much more precise (certainly depending on clock frequency accuracy) than other software timers using millis() or micros(). That's mandatory if you …

Gluon to PyTorch deep neural network model converter

[ICLR'21] PyTorch code for our paper "Neural Pruning via Growing Regularization"

Turn-key solution to checkpoint/restore applications running in Linux containers

Demo of Face Recognition web service