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Filter Pruning for Deep Convolutional Neural Networks via Auxiliary Attention
Codes of Approximated Oracle Filter Pruning
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks
A pytorch toolkit for structured neural network pruning automatically
自己的学习历程,重点包括各种好玩的图像处理算法、运动捕捉、机器学习
Official Implementation of "CheXNet Model Compression for Pneumonia detection on low edged device"
Learning Convolutional Neural Networks with Interactive Visualization.
The deeplearning algorithms implemented by tensorflow
Collection of recent methods on DNN compression and acceleration
Code for CVPR 2020 paper “Filter Grafting for Deep Neural Networks”
Filter Grafting for Deep Neural Networks(CVPR 2020)
reproduce FPGM filter pruning for Resnet 50 in imagenet 1k
INFO-SPIDER 是一个集众多数据源于一身的爬虫工具箱🧰,旨在安全快捷的帮助用户拿回自己的数据,工具代码开源,流程透明。支持数据源包括GitHub、QQ邮箱、网易邮箱、阿里邮箱、新浪邮箱、Hotmail邮箱、Outlook邮箱、京东、淘宝、支付宝、**移动、**联通、**电信、知乎、哔哩哔哩、网易云音乐、QQ好友、QQ群、生成朋友圈相册、浏览器浏览历史、12306、博客园、CSDN博客、开源**博客、简书。
mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-light but better performence!
Try out different pruning-approaches on lightweight Backbones.
model compression and deploy. compression: 1、quantization: quantization-aware-training, 16/8/4/2-bit(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary(twn/bnn/xnor-net); post-training-quantization, 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization folding for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
A one-stop repository for low-code easily-installable object detection pipelines.
Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision.
Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," International Joint Conference on Neural Networks, IJCNN 2020, July 2020.
基于NanoDet项目进行小裁剪,专门用来实现PyTorch 版本的代码,下载直接能使用,支持图片、视频文件、摄像头实时目标检测。
Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection
Network Slimming (Pytorch) (ICCV 2017)
PENNI: Pruned Kernel Sharing for Efficient CNN Inference
Slides and Code for my BMVC 2020 paper (Under Construction)
pytorch AutoSlim tools,支持三行代码对pytorch模型进行剪枝压缩
Lossless CNN Channel Pruning via Decoupling Remembering and Forgetting
the modify for shufflenets: shufflenet_v2_csp;shufflenet_v2_k5;shufflenet_v2_liteconv;shufflenet_v2_se_attention;shufflenet_v2_sk_attention
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.