micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、reg…
☆2,266May 6, 2025Updated last year
Alternatives and similar repositories for micronet
Users that are interested in micronet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Model Quantization Benchmark☆879Apr 20, 2025Updated last year
- 提供对YOLOv3及Tiny的多种剪枝版本,以适应不同的需求。☆797Feb 25, 2020Updated 6 years ago
- A simple network quantization demo using pytorch from scratch.☆543Jun 18, 2023Updated 3 years ago
- 在 oxford hand 数据集上对 YOLOv3 做模型剪枝(network slimming)☆1,675Sep 26, 2022Updated 3 years ago
- 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.
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,512Jun 7, 2020Updated 6 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆919Nov 6, 2020Updated 5 years ago
- A curated list of neural network pruning resources.☆2,498Apr 4, 2024Updated 2 years ago
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆407Nov 22, 2022Updated 3 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆464May 15, 2023Updated 3 years ago
- A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are co…☆2,424Jul 10, 2026Updated last month
- YOLO ModelCompression MultidatasetTraining☆443Jun 21, 2022Updated 4 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆316May 8, 2024Updated 2 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆264Oct 3, 2023Updated 2 years ago
- 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.
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,815Mar 28, 2024Updated 2 years ago
- Summary, Code for Deep Neural Network Quantization☆564Aug 6, 2026Updated last week
- Simplify your onnx model☆4,384Updated this week
- RepVGG: Making VGG-style ConvNets Great Again☆3,477Feb 10, 2023Updated 3 years ago
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,341Sep 7, 2025Updated 11 months ago
- NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone…☆6,248Aug 8, 2024Updated 2 years ago
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,908Mar 31, 2023Updated 3 years ago
- An easy to use PyTorch to TensorRT converter☆4,878Aug 17, 2024Updated last year
- Brevitas: neural network quantization in PyTorch☆1,563Aug 7, 2026Updated last week
- 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.
- 机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶☆8,685Jul 9, 2024Updated 2 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆573May 13, 2019Updated 7 years ago
- A pytorch implementation of dorefa quantization☆114Dec 30, 2019Updated 6 years ago
- mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-light but better performence!☆853Sep 26, 2022Updated 3 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆408Feb 26, 2021Updated 5 years ago
- Generate a quantization parameter file for ncnn framework int8 inference☆517Jul 29, 2020Updated 6 years ago
- ☆1,513Aug 27, 2020Updated 5 years ago
- TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is …☆4,646May 9, 2025Updated last year
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,678Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Count the MACs / FLOPs of your PyTorch model.☆5,079Jul 8, 2024Updated 2 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,953Dec 14, 2023Updated 2 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆288Dec 11, 2024Updated last year
- ncnn is a high-performance neural network inference framework optimized for the mobile platform☆23,693Updated this week
- 1M人脸检测模型(含关键点)☆1,107Aug 8, 2022Updated 4 years ago
- Implementation of popular deep learning networks with TensorRT network definition API☆7,822Jul 11, 2026Updated last month
- The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.☆5,240Oct 24, 2021Updated 4 years ago