Try out different pruning-approaches on lightweight Backbones.
☆145May 31, 2020Updated 5 years ago
Alternatives and similar repositories for MobileNet-v2-pruning
Users that are interested in MobileNet-v2-pruning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Apply the pruning strategy for MobileNet_v2☆51May 5, 2019Updated 6 years ago
- Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," Interna…☆16Jan 8, 2021Updated 5 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,517Jun 7, 2020Updated 5 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆919Nov 6, 2020Updated 5 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆352Jul 5, 2020Updated 5 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 6 years ago
- MNN demo of Strongeryolo, including channel pruning, android support...☆103Oct 26, 2019Updated 6 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆577May 13, 2019Updated 6 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,270May 6, 2025Updated 10 months ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆576Jul 14, 2019Updated 6 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆929Mar 9, 2023Updated 3 years ago
- yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道 剪枝，知识蒸馏☆1,515Sep 3, 2020Updated 5 years ago
- Pruning Filter in Filter(NeurIPS2020)☆148Mar 3, 2024Updated 2 years ago
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆152May 17, 2021Updated 4 years ago
- Pytorch implementation of our paper (TNNLS) -- Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters☆12Feb 24, 2022Updated 4 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆257Feb 11, 2021Updated 5 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆82Nov 22, 2022Updated 3 years ago
- A curated list of neural network pruning resources.☆2,491Apr 4, 2024Updated last year
- 在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）☆1,674Sep 26, 2022Updated 3 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆147Feb 11, 2021Updated 5 years ago
- Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)☆618Aug 31, 2023Updated 2 years ago
- tensorflow2.0 implementation of Yolov3☆34Apr 22, 2019Updated 6 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆301Dec 1, 2022Updated 3 years ago
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,275Sep 7, 2025Updated 6 months ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆887Jul 12, 2019Updated 6 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆309Dec 8, 2022Updated 3 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆321Nov 3, 2019Updated 6 years ago
- Pytorch Implementationg of “Learning Efficient Convolutional Networks through Network Slimming”☆77Jan 14, 2019Updated 7 years ago
- A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS☆28Jun 15, 2020Updated 5 years ago
- mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！☆855Sep 26, 2022Updated 3 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,088May 2, 2024Updated last year
- Network reproduction and expansion based on Learning Efficient Convolutional Networks Through Network Slimming (ICCV 2017).☆24May 2, 2022Updated 3 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Oct 3, 2023Updated 2 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆954Apr 4, 2025Updated 11 months ago
- A PyTorch implementation of MobileNet V2 architecture and pretrained model.☆1,407Oct 20, 2019Updated 6 years ago
- Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).☆39Sep 10, 2022Updated 3 years ago
- ☆120Jun 13, 2020Updated 5 years ago
- Implementation of knapsack pruning☆27May 26, 2020Updated 5 years ago
- Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet☆46Sep 19, 2018Updated 7 years ago