wonbeomjang / yolov5-knowledge-distillation
implementation of Distilling Object Detectors with Fine-grained Feature Imitation on yolov5
☆123Updated last year
Alternatives and similar repositories for yolov5-knowledge-distillation:
Users that are interested in yolov5-knowledge-distillation are comparing it to the libraries listed below
- yolov5目标检测模型的知识蒸馏(基于响应的蒸馏)☆95Updated 3 years ago
- An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.☆222Updated 3 years ago
- [T-PAMI'23] PAGCP for the compression of YOLOv5☆117Updated last year
- yolov5 5.0 version distillation || yolov5 5.0版本知识蒸馏,yolov5l >> yolov5s☆157Updated 3 years ago
- Yolov5 distillation training | Yolov5知识蒸馏训练,支持训练自己的数据☆211Updated 2 years ago
- Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.☆58Updated 3 years ago
- An unofficial implementation of Pytorch version PP-YOLOE,based on Megvii YOLOX training code.☆181Updated 2 years ago
- ☆89Updated last year
- [NeurIPS 2021] Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression☆154Updated 3 years ago
- Multi-backbone, Prune, Quantization, KD☆158Updated 2 years ago
- ☆37Updated last year
- Quantization Aware Training☆63Updated last year
- 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)☆90Updated last year
- Includes: Learning data augmentation strategies for object detection | GridMask data augmentation | Augmentation for small object detect…☆245Updated 4 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆66Updated 2 years ago
- yolov5 knowledge distilling☆23Updated last year
- ☆10Updated 3 years ago
- ☆91Updated 3 years ago
- https://zhuanlan.zhihu.com/p/430850089☆150Updated 2 years ago
- Pytorch implementation of the 'Slim-neck by GSConv: a lightweight-design for real-time detector architectures'☆205Updated 4 months ago
- Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)☆368Updated 3 months ago
- ☆76Updated 2 years ago
- 实现对YOLOX的剪枝操作,添加了卷积层和BN层融合推理,添加中间层可视化功能,可实现预测和训练日志保存☆44Updated last year
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆26Updated 2 years ago
- This is 8-bit quantization sample for yolov5. Both PTQ, QAT and Partial Quantization have been implemented, and present the results based…☆98Updated 2 years ago
- Using pruning and quantization algorithm to accelerate your yolov7's inference.☆17Updated last year
- This is a PyTorch-based R-YOLOv4 implementation which combines YOLOv4 model and loss function from R3Det for arbitrary oriented object de…☆114Updated last year
- ☆10Updated last year
- YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-Time Object Detection☆239Updated this week
- ☆68Updated 3 years ago