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:
- ☆15Jun 29, 2019Updated 7 years ago
- Lightweight face detectors with landmarks. Training code using pytorch and inference using pytorch/ncnn/tensorflow/tflite.☆10Jul 1, 2020Updated 6 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
- 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.
- fish-kong/Yolov5-Instance-Seg-Tensorrt-CPP☆58Nov 8, 2022Updated 3 years ago
- ☆50Sep 24, 2022Updated 3 years ago
- c++ implementation of mmpose inference, for pose estimation based on MNN☆13Mar 9, 2021Updated 5 years ago
- ☆11May 19, 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
- SEED: Self-supervised Distillation for Visual Representation☆16Jul 20, 2022Updated 3 years ago
- 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 3 months 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.
- 本项目是将本文论文和项目中部分功能进行开源,可实现电动车头盔检测。采用SSD作为检测网络。涉及知识蒸馏、剪枝、多目标以及多窗口显示、trt推理等☆11Jun 19, 2023Updated 3 years ago
- [ICLR'21] Neural Pruning via Growing Regularization (PyTorch)☆82Jul 15, 2021Updated 4 years ago
- ☆18Mar 20, 2023Updated 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 6 years ago
- 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 3 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆919Nov 6, 2020Updated 5 years ago
- Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"☆21Oct 29, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆14Feb 3, 2022Updated 4 years ago
- RAG技术实现。 langchain, llama_index☆15Jul 23, 2024Updated last year
- Official repository for PLISM robustness benchmark of pathology foundation models (MICCAI 2025)☆21Apr 13, 2026Updated 2 months ago
- Model compression by constrained optimization, using the Learning-Compression (LC) algorithm☆71Nov 23, 2021Updated 4 years ago
- segmentation algorithm yolact use tensorrt deploy☆14May 7, 2022Updated 4 years ago
- naive c++ version of Mask2Former with ncnn☆23Sep 2, 2022Updated 3 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆386Oct 2, 2019Updated 6 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
- code for paper Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering☆14Aug 13, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- C++ pipeline with OpenVINO native API for Stable Diffusion v1.5☆13Feb 23, 2024Updated 2 years ago
- ACM Class 2017 Computer Architecture☆10Jan 11, 2018Updated 8 years ago
- ☆18Jun 20, 2025Updated last year
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆257Feb 11, 2021Updated 5 years ago
- Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing☆14Mar 28, 2023Updated 3 years ago
- ☆11Jun 9, 2023Updated 3 years ago
- Code for Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation (MedIA 2023).☆10Nov 17, 2023Updated 2 years ago