model compression and optimization for deployment for Pytorch, including knowledge distillation, quantization and pruning.(知识蒸馏,量化,剪枝)
☆21Sep 10, 2024Updated 2 years ago
Alternatives and similar repositories for model-compression-optimization
Users that are interested in model-compression-optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation for "Knowledge Distillation with Refined Logits".☆24Aug 26, 2024Updated 2 years ago
- Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"☆13Apr 22, 2024Updated 2 years ago
- 一款即插即用的知识蒸馏工具包☆13May 16, 2022Updated 4 years ago
- разметка ЭКГ нейросетью☆10Nov 24, 2018Updated 7 years ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Apr 28, 2025Updated 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.
- ☆25May 8, 2026Updated 5 months ago
- ☆10Feb 3, 2023Updated 3 years ago
- Windows 💻 RobustVideoMatting with ONNXRuntime/MNN/TNN C++/Python☆12Mar 10, 2022Updated 4 years ago
- [arXiv 2024] PyTorch implementation of RRD: https://arxiv.org/abs/2407.12073☆14Dec 2, 2025Updated 10 months ago
- This is project for image segmentation based on Spiking Neural Network☆10May 7, 2016Updated 10 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- Custom Trained ML Models in AutoML☆14May 12, 2020Updated 6 years ago
- Using K-Means for anomaly detection for time series data with InfluxDB and Chronograf☆10Dec 7, 2018Updated 7 years ago
- The official implementation of A Unified Game-Theoretic Interpretation of Adversarial Robustness.☆22Jun 9, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Using LSTM RNN to forecast time series; includes sine wave, electrocardiogram and ad impression forecasting☆11Aug 26, 2016Updated 10 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Apr 13, 2026Updated 6 months ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆24Nov 17, 2022Updated 3 years ago
- ☆12Mar 2, 2022Updated 4 years ago
- To predict the air quality index using meterological data using machine learning algorithms and LSTM(Long Short Term Memory)☆10Oct 3, 2019Updated 7 years ago
- This repository contains the code of the paper Multi-class classification of brain tumor types from MR Images using EfficientNets☆14Aug 22, 2025Updated last year
- Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"☆20Oct 8, 2026Updated 3 weeks ago
- Deploy SSD object detector with opencv+Qt, it works on windows and android.☆10Mar 3, 2019Updated 7 years ago
- Official code for Cumulative Spatial Knowledge Distillation for Vision Transformers (ICCV-2023) https://openaccess.thecvf.com/content/ICC…☆15Nov 5, 2023Updated 2 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.
- training SNN with Resume algorithm☆10Nov 15, 2019Updated 6 years ago
- ☆28Nov 29, 2023Updated 2 years ago
- c++ version of ViT☆13Nov 13, 2022Updated 3 years ago
- A custom version of the ros/tf package, with small API changes. Used by some the our code, until we migrate to TF2.☆14Apr 17, 2014Updated 12 years ago
- We use policy gradient to help agents learn optimal policies in a competitive multi-agent contextual bandit setting☆12Mar 9, 2018Updated 8 years ago
- The official (TMLR) implementation of LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration☆18Aug 17, 2025Updated last year
- AC mains triac controlled dimmer using STM32F103 for brains. ESP8266 Wifi for communication and mesh networking. --- CoIDE (v1.7.8) Proje…☆19Apr 22, 2015Updated 11 years ago
- An open-source implementaion for fine-tuning DINOv2 by Meta.☆18Jul 21, 2025Updated last year
- 使用ONNXRuntime部署鲁棒性视频抠图,包含C++和Python两种版本的程序☆46Oct 7, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code and Data for Real-time Human-Centric Segmentation for Complex Video Scenes☆17Feb 8, 2024Updated 2 years ago
- ☆86Oct 23, 2024Updated 2 years ago
- Use to Franka Emika Panda robot to do eye on hand grasping☆15Feb 12, 2021Updated 5 years ago
- ☆13Dec 21, 2018Updated 7 years ago
- ☆12Apr 2, 2025Updated last year
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆19Sep 17, 2021Updated 5 years ago
- Knowledge Distillation using Contrastive Language-Image Pretraining (CLIP) without a teacher model.☆19Sep 6, 2024Updated 2 years ago