Alternatives and similar repositories for Network-Slimming:

Users that are interested in Network-Slimming are comparing it to the libraries listed below

• DingXiaoH / ResRep
  ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)
  ☆294Updated 2 years ago
• fxmeng / RMNet
  RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is la…
  ☆212Updated last year
• BBuf / model-compression
  model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular a…
  ☆170Updated 4 years ago
• apxlwl / MobileNet-v2-pruning
  Try out different pruning-approaches on lightweight Backbones.
  ☆146Updated 4 years ago
• SsisyphusTao / Object-Detection-Knowledge-Distillation
  An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.
  ☆222Updated 3 years ago
• lmbxmu / HRankPlus
  An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map
  ☆149Updated 3 years ago
• chumingqian / Model_Compression_For_YOLOV3-V4
  In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,
  ☆31Updated last year
• BastianChen / Model-Compression-Demo
  模型压缩demo（剪枝、量化、知识蒸馏）
  ☆73Updated 4 years ago
• yanggui19891007 / Pytorch-Auto-Slim-Tools
  pytorch AutoSlim tools，支持三行代码对pytorch模型进行剪枝压缩
  ☆38Updated 3 years ago
• THU-MIG / torch-model-compression
  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
  ☆250Updated last year
• lmbxmu / HRank
  Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map
  ☆254Updated 4 years ago
• shoutOutYangJie / MobileOne
  An Improved One millisecond Mobile Backbone
  ☆145Updated 2 years ago
• DingXiaoH / DiverseBranchBlock
  Diverse Branch Block: Building a Convolution as an Inception-like Unit
  ☆332Updated 2 years ago
• mengrang / Slimming-pytorch
  Pytorch Implementationg of “Learning Efficient Convolutional Networks through Network Slimming”
  ☆77Updated 6 years ago
• TingsongYu / ghostnet_cifar10
  ghostnet_cifar10
  ☆114Updated 4 years ago
• foolwood / pytorch-slimming
  Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
  ☆571Updated 5 years ago
• xhwNobody / yolov5_prune_sfp
  ☆91Updated 3 years ago
• tongyuhome / MobileNetV3-SSD
  MobileNetV3 based SSD-lite implementation in Pytorch
  ☆100Updated 5 years ago
• qinjian623 / pytorch_toys
  Personal Pytorch toy script.
  ☆67Updated 3 years ago
• lmk123568 / RepVGG_Tutorial
  比ResNet更强的RepVGG，结构重参数化，推理部署一路3x3卷积到底，详细的代码讲解，欢迎star
  ☆46Updated 3 years ago
• eeric / channel_prune
  Base to channel pruned to ResNet18 model
  ☆145Updated 2 years ago
• polarizationpruning / PolarizationPruning
  Implementation of Neuron-level Structured Pruning using Polarization Regularizer
  ☆81Updated 2 years ago
• dvlab-research / ReviewKD
  Distilling Knowledge via Knowledge Review, CVPR 2021
  ☆269Updated 2 years ago
• Sharpiless / yolov5-knowledge-distillation
  yolov5目标检测模型的知识蒸馏（基于响应的蒸馏）
  ☆97Updated 3 years ago
• jiachengjiacheng / Pruned-YOLO
  Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.
  ☆58Updated 3 years ago
• tangchen2 / Model-Compression
  Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)
  ☆78Updated 4 years ago
• anonymous47823493 / EagleEye
  (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning
  ☆307Updated 2 years ago
• tanluren / YOLOv3-model-pruning
  对 YOLOv3 做模型剪枝（network slimming），对于 oxford hand 数据集（因项目需要），模型剪枝后的参数量减少 80%，Infer 的速度达到原来 2 倍，mAP 基本不变
  ☆12Updated 5 years ago
• leviome / yolo_1_pytorch
  simplest implementation of yolo v1 via pytorch
  ☆43Updated 4 years ago
• tyui592 / Pruning_filters_for_efficient_convnets
  PyTorch implementation of "Pruning Filters For Efficient ConvNets"
  ☆150Updated last year