Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
☆577May 13, 2019Updated 6 years ago
Alternatives and similar repositories for pytorch-slimming
Users that are interested in pytorch-slimming are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Network Slimming (Pytorch) (ICCV 2017)☆919Nov 6, 2020Updated 5 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆576Jul 14, 2019Updated 6 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,517Jun 7, 2020Updated 5 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆887Jul 12, 2019Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,089May 2, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 6 years ago
- 在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）☆1,674Sep 26, 2022Updated 3 years ago
- yolov3 network slimming剪枝的一种实现☆344Apr 1, 2019Updated 6 years ago
- Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)☆618Aug 31, 2023Updated 2 years ago
- A curated list of neural network pruning resources.☆2,491Apr 4, 2024Updated last year
- Base to channel pruned to ResNet18 model☆148Sep 23, 2022Updated 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
- 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
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆929Mar 9, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆352Jul 5, 2020Updated 5 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆72Nov 14, 2018Updated 7 years ago
- Pytorch Implementationg of “Learning Efficient Convolutional Networks through Network Slimming”☆77Jan 14, 2019Updated 7 years ago
- Try out different pruning-approaches on lightweight Backbones.☆145May 31, 2020Updated 5 years ago
- 提供对YOLOv3及Tiny的多种剪枝版本，以适应不同的需求。☆796Feb 25, 2020Updated 6 years ago
- Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”☆183Oct 29, 2020Updated 5 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆321Nov 3, 2019Updated 6 years ago
- This page is for the SlimYOLOv3: Narrower, Faster and Better for UAV Real-Time Applications☆1,156Oct 25, 2019Updated 6 years ago
- Implementation of CVPR 2019 paper: Distilling Object Detectors with Fine-grained Feature Imitation☆421Jul 15, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,275Sep 7, 2025Updated 6 months ago
- Pelee: A Real-Time Object Detection System on Mobile Devices☆886Jan 4, 2019Updated 7 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆309Dec 8, 2022Updated 3 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆448Nov 22, 2023Updated 2 years ago
- FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)☆3,345Dec 9, 2023Updated 2 years ago
- ☆2,372Sep 18, 2020Updated 5 years ago
- Count the MACs / FLOPs of your PyTorch model.☆5,080Jul 8, 2024Updated last year
- Object detection, 3D detection, and pose estimation using center point detection:☆7,551Mar 2, 2023Updated 3 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆155Jul 24, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"☆196Feb 21, 2020Updated 6 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,588Apr 24, 2022Updated 3 years ago
- ☆1,510Aug 27, 2020Updated 5 years ago
- CondenseNet: Light weighted CNN for mobile devices☆691Nov 11, 2019Updated 6 years ago
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,911Mar 31, 2023Updated 2 years ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,982Mar 25, 2023Updated 3 years ago
- PyTorch Implementation of Compact Generalized Non-local Network [NIPS'18]☆258Feb 13, 2021Updated 5 years ago