Alternatives and similar repositories for Knowledge_distillation_Pruning_Yolov5

Users that are interested in Knowledge_distillation_Pruning_Yolov5 are comparing it to the libraries listed below

• tangjunjun966 / yolov5-6.0-distillation-master

  View on GitHub
  目前，主流蒸馏模型采用方法为KD蒸馏、LD蒸馏或feature蒸馏，然蒸馏开源项目也较少。为此，我写了一份基于yolov5框架的蒸馏，并会有实验附带。该方法将会不断尝试论文方法，不断探索更有效的蒸馏方法。
  ☆28Aug 10, 2023Updated 2 years ago
• YINYIPENG-EN / Pruning_for_YOLOV5_pytorch

  View on GitHub
  ☆39May 21, 2023Updated 2 years ago
• midasklr / yolov5prune

  View on GitHub
  ☆586Jan 5, 2022Updated 4 years ago
• xing-bing / yolov5-distilling

  View on GitHub
  yolov5 knowledge distilling
  ☆26Feb 22, 2023Updated 2 years ago
• Sharpiless / yolov5-knowledge-distillation

  View on GitHub
  yolov5目标检测模型的知识蒸馏（基于响应的蒸馏）
  ☆110Aug 11, 2021Updated 4 years ago
• YINYIPENG-EN / yolov7_torch

  View on GitHub
  yolov7 pytorch
  ☆14Mar 15, 2023Updated 2 years ago
• YINYIPENG-EN / E-bike_helmet_dectection

  View on GitHub
  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 2 years ago
• Sharpiless / Yolov5-distillation-train-inference

  View on GitHub
  Yolov5 distillation training | Yolov5知识蒸馏训练，支持训练自己的数据
  ☆227Oct 29, 2022Updated 3 years ago
• Cydia2018 / YOLOv5-Light

  View on GitHub
  provide some new architecture, channel pruning and quantization methods for yolov5
  ☆30Oct 13, 2025Updated 4 months ago
• Eddiespade / yolov5-kd

  View on GitHub
  知识蒸馏复现相关
  ☆27Aug 3, 2022Updated 3 years ago
• Try2ChangeX / sort_cpp

  View on GitHub
  C++版本的sort算法，可无缝添加在检测器后进行实时多目标跟踪
  ☆12Dec 1, 2022Updated 3 years ago
• jiachengjiacheng / Pruned-YOLO

  View on GitHub
  Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.
  ☆60Jun 21, 2021Updated 4 years ago
• linklist2 / yolov5-6.2-pruning

  View on GitHub
  yolov5 6.2 pruning
  ☆13Oct 17, 2022Updated 3 years ago
• yhwang-hub / yolov5_QAT

  View on GitHub
  Quantize yolov5 using pytorch_quantization.🚀🚀🚀
  ☆14Oct 24, 2023Updated 2 years ago
• huangzongmou / yolov8_Distillation

  View on GitHub
  ☆103Nov 20, 2023Updated 2 years ago
• Sharpiless / yolov5-distillation-5.0

  View on GitHub
  yolov5 5.0 version distillation || yolov5 5.0版本知识蒸馏，yolov5l >> yolov5s
  ☆164Jul 29, 2021Updated 4 years ago
• yl-jiang / YOLOSeries

  View on GitHub
  YOLO Series
  ☆14Oct 20, 2023Updated 2 years ago
• HankYe / PAGCP

  View on GitHub
  [T-PAMI'23] PAGCP for the compression of YOLOv5
  ☆122Apr 13, 2023Updated 2 years ago
• uyzhang / yolov5_prune

  View on GitHub
  YOLOv5 pruning on COCO Dataset
  ☆85Apr 6, 2023Updated 2 years ago
• xhwNobody / yolov5_prune_sfp

  View on GitHub
  ☆92Feb 11, 2022Updated 4 years ago
• Syencil / mobile-yolov5-pruning-distillation

  View on GitHub
  mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！
  ☆858Sep 26, 2022Updated 3 years ago
• ZJU-lishuang / yolov5_prune

  View on GitHub
  yolov5 prune，Support V2, V3, V4 and V6 versions of yolov5
  ☆583Jan 6, 2022Updated 4 years ago
• heyongxin233 / YOLO-Pruning-RKNN

  View on GitHub
  Easy Training Official YOLOv11、YOLOv10、YOLOv8、YOLOv7、YOLOv6、YOLOv5 and Prune all_model using Torch-Pruning!
  ☆141Aug 26, 2025Updated 5 months ago
• cshbli / yolov5_qat_tensorrt

  View on GitHub
  YOLOv5 Quantization Aware Training with TensorRT
  ☆19Jan 10, 2023Updated 3 years ago
• yzqxy / Yolov8_obb_Prune_Track

  View on GitHub
  ☆203Mar 8, 2024Updated last year
• huangzongmou / yolov8-pytorch_quantization

  View on GitHub
  使用pytorch_quantization对yolov8进行量化
  ☆116Nov 10, 2023Updated 2 years ago
• yzqxy / yolov5_obb_prune_tracking

  View on GitHub
  ☆38Sep 5, 2023Updated 2 years ago
• DataXujing / DeepSeek-R1-Android

  View on GitHub
  安卓手机部署DeepSeek-R1 蒸馏的1.5B模型
  ☆23Feb 4, 2025Updated last year
• PamanGie / yolov8_knowledge_distillation_with_custom_dataset

  View on GitHub
  YOLOv8 Knowledge Distillation
  ☆10Dec 28, 2024Updated last year
• ybai789 / yolov8-prune-network-slimming

  View on GitHub
  A network slimming-based pruning method for YOLOv8.
  ☆38Jun 10, 2024Updated last year
• Gumpest / YOLOv5-Multibackbone-Compression

  View on GitHub
  YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Mod…
  ☆1,019Apr 29, 2022Updated 3 years ago
• XdpAreKid / ncnn_paddleocrv4

  View on GitHub
  ☆22Mar 5, 2024Updated last year
• THU-MIG / torch-model-compression

  View on GitHub
  针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库
  ☆255Apr 19, 2023Updated 2 years ago
• ZJU-lishuang / yolov5-v6

  View on GitHub
  yolov5 version6.0
  ☆25Dec 29, 2021Updated 4 years ago
• tanluren / yolov3-channel-and-layer-pruning

  View on GitHub
  yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏
  ☆1,519Sep 3, 2020Updated 5 years ago
• LilianHollard / LeYOLO

  View on GitHub
  ☆193Jun 3, 2025Updated 8 months ago
• SsisyphusTao / Object-Detection-Knowledge-Distillation

  View on GitHub
  An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.
  ☆228Feb 7, 2022Updated 4 years ago
• HuKai97 / YOLOv5-ShuffleNetv2

  View on GitHub
  YOLOv5的轻量化改进(蜂巢检测项目)
  ☆75May 22, 2022Updated 3 years ago
• renqi1 / yolov5_woodscape

  View on GitHub
  基于yolov5，在woodscape数据集上实现旋转框目标检测+语义分割
  ☆12Mar 4, 2024Updated last year