Try out different pruning-approaches on lightweight Backbones.
☆143May 31, 2020Updated 6 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 7 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)☆1,513Jun 7, 2020Updated 6 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆918Nov 6, 2020Updated 5 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆351Jul 5, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆386Oct 2, 2019Updated 7 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.☆574May 13, 2019Updated 7 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,264May 6, 2025Updated last year
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆576Jul 14, 2019Updated 7 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆927Mar 9, 2023Updated 3 years ago
- Pruning Filter in Filter(NeurIPS2020)☆149Mar 3, 2024Updated 2 years ago
- Pytorch implementation of our paper (TNNLS) -- Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters☆12Feb 24, 2022Updated 4 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 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆150May 17, 2021Updated 5 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆256Feb 11, 2021Updated 5 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆81Nov 22, 2022Updated 3 years ago
- 在 oxford hand 数据集上对 YOLOv3 做模型剪枝(network slimming)☆1,675Sep 26, 2022Updated 4 years ago
- A curated list of neural network pruning resources.☆2,497Apr 4, 2024Updated 2 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)☆613Aug 31, 2023Updated 3 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆299Dec 1, 2022Updated 3 years ago
- tensorflow2.0 implementation of Yolov3☆34Apr 22, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,361Sep 7, 2025Updated last year
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆884Jul 12, 2019Updated 7 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☆323Nov 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☆26Jun 15, 2020Updated 6 years ago
- mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-light but better performence!☆853Sep 26, 2022Updated 4 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,088May 2, 2024Updated 2 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆959Apr 4, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A PyTorch implementation of MobileNet V2 architecture and pretrained model.☆1,405Oct 20, 2019Updated 6 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆264Oct 3, 2023Updated 3 years ago
- ☆10Mar 23, 2021Updated 5 years ago
- ☆120Jun 13, 2020Updated 6 years ago
- Summary, Code for Deep Neural Network Quantization☆563Sep 1, 2026Updated last month
- Implementation of knapsack pruning☆27May 26, 2020Updated 6 years ago
- 提供对YOLOv3及Tiny的多种剪枝版本,以适应不同的需求。☆800Feb 25, 2020Updated 6 years ago