Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)
☆80Dec 17, 2020Updated 5 years ago
Alternatives and similar repositories for Model-Compression
Users that are interested in Model-Compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Lightweight face detectors with landmarks. Training code using pytorch and inference using pytorch/ncnn/tensorflow/tflite.☆10Jul 1, 2020Updated 5 years ago
- 本项目支持对剪枝后的yolov5模型进行知识蒸馏训练(This project supports knowledge distillation training for the pruned YOLOv5 model)☆107Jan 28, 2024Updated 2 years ago
- Official implementation for "Knowledge Distillation with Refined Logits".☆23Aug 26, 2024Updated last year
- Unofficial Pytorch-Implementation of "1M parameters are enough? A lightweight CNN-Based model for medical image segmentation".☆13Aug 15, 2023Updated 2 years ago
- fish-kong/Yolov5-Instance-Seg-Tensorrt-CPP☆58Nov 8, 2022Updated 3 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.
- ☆50Sep 24, 2022Updated 3 years ago
- c++ implementation of mmpose inference, for pose estimation based on MNN☆13Mar 9, 2021Updated 5 years ago
- It is an advanced medical CT image analysis system that uses a multi-agent collaborative framework and the latest AI technology to automa…☆18Apr 23, 2025Updated last year
- Real-time semantic segmentation is widely used in the field of autonomous driving and robotics. Most previous networks achieved great acc…☆21Jul 24, 2022Updated 3 years ago
- [Applied Intelligence 2022] Python code for ACP☆12Sep 5, 2023Updated 2 years ago
- This repository contains the **official implementation** of the paper: "VL2Lite: Task-Specific Knowledge Distillation from Large Vision-…☆19Mar 23, 2025Updated last year
- Are Intermediate Layers and Labels Really Necessary? A General Language Model Distillation Method ; GKD: A General Knowledge Distillation…☆34Aug 4, 2023Updated 2 years ago
- Pytorch implementation of MRCNN for SceneClassification( Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-…☆10Mar 19, 2018Updated 8 years ago
- SEED: Self-supervised Distillation for Visual Representation☆16Jul 20, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for "Learning Temporally and Semantically Consistent Unpaired Video-to-video Translation Through Pseudo-Supervision From Synthetic O…☆24Aug 17, 2024Updated last year
- An implementation of ResNet with mixup and cutout regularizations and soft filter pruning.☆17Apr 1, 2026Updated 2 months ago
- [ICLR'21] Neural Pruning via Growing Regularization (PyTorch)☆82Jul 15, 2021Updated 4 years ago
- A simple method of vehicle counting and speed prediction☆13Jun 14, 2020Updated 5 years ago
- ☆18Mar 20, 2023Updated 3 years ago
- Focusing on Persons: Colorizing Old Images Learning from Modern Historical Movies☆16Jul 6, 2022Updated 3 years ago
- PyTorch implementation for "Gated Transfer Network for Transfer Learning"☆11Jun 3, 2019Updated 7 years ago
- 2D Object Tracking for automated driving using WAYMO data.☆15Jun 17, 2020Updated 5 years ago
- ☆10Nov 5, 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.
- Tengine 管子是用来快速生产 demo 的辅助工具☆11Jul 15, 2021Updated 4 years ago
- ☆10Jun 13, 2023Updated 2 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆920Nov 6, 2020Updated 5 years ago
- 基于yolov5的驾驶员不规范行为检测☆17Jul 28, 2020Updated 5 years ago
- Scene recognition using tensorflow-slim☆13Sep 22, 2017Updated 8 years ago
- Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)☆14Nov 1, 2023Updated 2 years ago
- ☆13Mar 5, 2024Updated 2 years ago
- ☆14Feb 3, 2022Updated 4 years ago
- The replacement of traditional NMS post-processing method in object detection 目标检测中替代传统NMS的后处理方式☆18Mar 23, 2021Updated 5 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.
- Official repository for PLISM robustness benchmark of pathology foundation models (MICCAI 2025)☆22Apr 13, 2026Updated last month
- 针对口罩部分的人脸补全技术,为提高人脸补全算法的效果,基于现有的生成式对抗网络人脸图像补全算法做出改进,增加人脸结构信息的人脸关键点约束。☆10Oct 2, 2023Updated 2 years ago
- segmentation algorithm yolact use tensorrt deploy☆14May 7, 2022Updated 4 years ago
- Model compression by constrained optimization, using the Learning-Compression (LC) algorithm☆72Nov 23, 2021Updated 4 years ago
- naive c++ version of Mask2Former with ncnn☆23Sep 2, 2022Updated 3 years ago
- Part of 5th place solution for Peking University/Baidu - Autonomous Driving on Kaggle (https://www.kaggle.com/c/pku-autonomous-driving).☆23Sep 11, 2020Updated 5 years ago
- ☆11Jan 25, 2021Updated 5 years ago