Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
☆1,089May 2, 2024Updated 2 years ago
Alternatives and similar repositories for channel-pruning
Users that are interested in channel-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:
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,512Jun 7, 2020Updated 6 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆885Jul 12, 2019Updated 6 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆386Oct 2, 2019Updated 6 years ago
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,911Mar 31, 2023Updated 3 years ago
- DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.☆710Dec 28, 2019Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342☆149Sep 19, 2018Updated 7 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆575May 13, 2019Updated 7 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆577Jul 14, 2019Updated 6 years ago
- Caffe for Sparse and Low-rank Deep Neural Networks☆382Mar 8, 2020Updated 6 years ago
- A personal depthwise convolution layer implementation on caffe by liuhao.(only GPU)☆526May 21, 2021Updated 5 years ago
- Demo code for PVANet☆651Feb 28, 2026Updated 4 months ago
- Caffe models (including classification, detection and segmentation) and deploy files for famouse networks☆1,278Mar 22, 2018Updated 8 years ago
- Deep Compression on AlexNet☆672Mar 5, 2022Updated 4 years ago
- Caffe Implementation of Google's MobileNets (v1 and v2)☆1,272Jun 8, 2021Updated 5 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.
- Network Slimming (Pytorch) (ICCV 2017)☆920Nov 6, 2020Updated 5 years ago
- Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks ”☆183Oct 29, 2020Updated 5 years ago
- This is a fast caffe implementation of ShuffleNet.☆453Aug 30, 2018Updated 7 years ago
- Caffe for Deep Compression☆239Nov 17, 2017Updated 8 years ago
- Caffe Implementation for Incremental network quantization☆190Jul 29, 2018Updated 7 years ago
- Caffe re-implementation of ShuffleNet☆106Apr 1, 2018Updated 8 years ago
- Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018☆1,424Mar 18, 2019Updated 7 years ago
- A curated list of neural network pruning resources.☆2,494Apr 4, 2024Updated 2 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆352Jul 5, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)☆617Aug 31, 2023Updated 2 years ago
- Caffe implementation for dynamic network surgery.☆190Aug 15, 2017Updated 8 years ago
- Light-Head R-CNN☆830Dec 24, 2018Updated 7 years ago
- Faster R-CNN that supports channel pruning, etc.☆15Feb 9, 2022Updated 4 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
- ShuffleNet-V2 for both PyTorch and Caffe.☆504Aug 9, 2018Updated 7 years ago
- Pelee: A Real-Time Object Detection System on Mobile Devices☆883Jan 4, 2019Updated 7 years ago
- Generate a quantization parameter file for ncnn framework int8 inference☆517Jul 29, 2020Updated 5 years ago
- Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018☆1,419Nov 2, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- This is re-implementation of "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices"☆159Jun 1, 2018Updated 8 years ago
- An efficient framework for convolutional neural networks☆277Aug 30, 2023Updated 2 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
- Reproduction of Focal-loss on caffe☆140Aug 17, 2017Updated 8 years ago
- Implementation of Mask-RCNN in Caffe https://arxiv.org/pdf/1703.06870.pdf☆230Jun 21, 2019Updated 7 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆169Feb 26, 2021Updated 5 years ago
- Deformable Convolutional Networks + MST + Soft-NMS☆233Dec 2, 2017Updated 8 years ago