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…
☆2,270May 6, 2025Updated 10 months ago
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☆862Apr 20, 2025Updated 11 months 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
- A simple network quantization demo using pytorch from scratch.☆542Jun 18, 2023Updated 2 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
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- 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
- A curated list of neural network pruning resources.☆2,491Apr 4, 2024Updated last year
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆408Nov 22, 2022Updated 3 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆454May 15, 2023Updated 2 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…☆2,334Jan 29, 2026Updated last month
- YOLO ModelCompression MultidatasetTraining☆444Jun 21, 2022Updated 3 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Oct 3, 2023Updated 2 years ago
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,789Mar 28, 2024Updated last year
- 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.
- Summary, Code for Deep Neural Network Quantization☆559Jun 14, 2025Updated 9 months ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆311May 8, 2024Updated last year
- Simplify your onnx model☆4,314Updated this week
- RepVGG: Making VGG-style ConvNets Great Again☆3,467Feb 10, 2023Updated 3 years ago
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,275Sep 7, 2025Updated 6 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…☆6,176Aug 8, 2024Updated last year
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,911Mar 31, 2023Updated 2 years ago
- An easy to use PyTorch to TensorRT converter☆4,859Aug 17, 2024Updated last year
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆577May 13, 2019Updated 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.
- 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☆8,597Jul 9, 2024Updated last year
- Brevitas: neural network quantization in PyTorch☆1,506Updated this week
- mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！☆855Sep 26, 2022Updated 3 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆404Feb 26, 2021Updated 5 years ago
- Generate a quantization parameter file for ncnn framework int8 inference☆518Jul 29, 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 …☆4,627May 9, 2025Updated 10 months ago
- ☆1,510Aug 27, 2020Updated 5 years ago
- A pytorch implementation of dorefa quantization☆113Dec 30, 2019Updated 6 years ago
- Count the MACs / FLOPs of your PyTorch model.☆5,080Jul 8, 2024Updated last year
- 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.
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,944Dec 14, 2023Updated 2 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆287Dec 11, 2024Updated last year
- ncnn is a high-performance neural network inference framework optimized for the mobile platform☆22,954Mar 18, 2026Updated last week
- 1M人脸检测模型(含关键点)☆1,100Aug 8, 2022Updated 3 years ago
- Implementation of popular deep learning networks with TensorRT network definition API☆7,727Mar 7, 2026Updated 2 weeks ago
- model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular a…☆170Jul 27, 2020Updated 5 years ago
- The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.☆5,262Oct 24, 2021Updated 4 years ago