An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.
☆228Feb 7, 2022Updated 4 years ago
Alternatives and similar repositories for Object-Detection-Knowledge-Distillation
Users that are interested in Object-Detection-Knowledge-Distillation are comparing it to the libraries listed below
Sorting:
- Implementation of CVPR 2019 paper: Distilling Object Detectors with Fine-grained Feature Imitation☆420Jul 15, 2021Updated 4 years ago
- 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
- Official PyTorch implementation of Data-free Knowledge Distillation for Object Detection, WACV 2021.☆63Oct 12, 2021Updated 4 years ago
- Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)☆388Oct 24, 2024Updated last year
- Distillation for faster rcnn in classification,regression,feature level,feature level +mask☆28Apr 1, 2021Updated 4 years ago
- mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-light but better performence!☆857Sep 26, 2022Updated 3 years ago
- The official implementation of ICLR2021 paper "Improve Object Detection with Feature-based Knowledge Distillation: Towards Accurate and E…☆63Jun 16, 2021Updated 4 years ago
- 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
- Focal and Global Knowledge Distillation for Detectors (CVPR 2022)☆385Sep 19, 2022Updated 3 years ago
- Masked Generative Distillation (ECCV 2022)☆240Nov 9, 2022Updated 3 years ago
- yolov5 5.0 version distillation || yolov5 5.0版本知识蒸馏,yolov5l >> yolov5s☆164Jul 29, 2021Updated 4 years ago
- 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
- implementation of Distilling Object Detectors with Fine-grained Feature Imitation on yolov5☆138Nov 10, 2023Updated 2 years ago
- Useful plugins for Pytorch1.5+ and TensorRT7/8.☆38Oct 18, 2021Updated 4 years ago
- ☆92Feb 11, 2022Updated 4 years ago
- YOLO Series☆14Oct 20, 2023Updated 2 years ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,745Nov 25, 2021Updated 4 years ago
- Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.☆60Jun 21, 2021Updated 4 years ago
- provide some new architecture, channel pruning and quantization methods for yolov5☆31Oct 13, 2025Updated 4 months ago
- ☆114Apr 21, 2021Updated 4 years ago
- This is the official implementation of the paper "Instance-conditional Knowledge Distillation for Object Detection", based on MegEngine a…☆57Aug 7, 2022Updated 3 years ago
- ☆587Jan 5, 2022Updated 4 years ago
- yolov5 prune,Support V2, V3, V4 and V6 versions of yolov5☆583Jan 6, 2022Updated 4 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)☆108Jan 28, 2024Updated 2 years ago
- A nnie quantization aware training tool on pytorch.☆237Dec 10, 2020Updated 5 years ago
- YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Mod…☆1,019Apr 29, 2022Updated 3 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆26Mar 5, 2022Updated 4 years ago
- YOLO ModelCompression MultidatasetTraining☆445Jun 21, 2022Updated 3 years ago
- Distilling Object Detectors with Feature Richness☆43Apr 15, 2022Updated 3 years ago
- Awesome Knowledge-Distillation for CV☆93Apr 30, 2024Updated last year
- yolov5 knowledge distilling☆26Feb 22, 2023Updated 3 years ago
- ☆30Mar 4, 2022Updated 4 years ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,654May 30, 2023Updated 2 years ago
- More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and …☆686Aug 19, 2024Updated last year
- 知识蒸馏复现相关☆27Aug 3, 2022Updated 3 years ago
- Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation☆27Nov 22, 2022Updated 3 years ago
- ☆21Oct 10, 2021Updated 4 years ago
- An unofficial implementation of Consistency-Based Semi-Supervised Learning for Object Detection method in Detectron2☆19Sep 6, 2021Updated 4 years ago
- Awesome Knowledge Distillation☆3,820Dec 25, 2025Updated 2 months ago