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
Alternatives and similar repositories for yolov5-knowledge-distillation
Users that are interested in yolov5-knowledge-distillation are comparing it to the libraries listed below
Sorting:
- yolov5 5.0 version distillation || yolov5 5.0版本知识蒸馏,yolov5l >> yolov5s☆164Jul 29, 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
- 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
- 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
- An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.☆228Feb 7, 2022Updated 4 years ago
- 知识蒸馏复现相关☆27Aug 3, 2022Updated 3 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆26Mar 5, 2022Updated 4 years ago
- YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Mod…☆1,019Apr 29, 2022Updated 3 years ago
- ☆587Jan 5, 2022Updated 4 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆68Mar 1, 2022Updated 4 years ago
- implementation of Distilling Object Detectors with Fine-grained Feature Imitation on yolov5☆138Nov 10, 2023Updated 2 years ago
- Imported from https://gitee.com/techshoww/mnn-yolov5.☆28Apr 30, 2021Updated 4 years ago
- yolov5 knowledge distilling☆26Feb 22, 2023Updated 3 years ago
- yolov5 prune,Support V2, V3, V4 and V6 versions of yolov5☆583Jan 6, 2022Updated 4 years ago
- provide some new architecture, channel pruning and quantization methods for yolov5☆31Oct 13, 2025Updated 4 months ago
- ☆92Feb 11, 2022Updated 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
- Implement yolov5 with Tensorrt C++ api, and integrate batchedNMSPlugin. A Python wrapper is also provided.☆49Sep 30, 2021Updated 4 years ago
- 用于 MobileNetV3 在自定义数据集上的量化,模型压缩90%而精度几乎不受影响,论文:HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆20Jul 10, 2021Updated 4 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
- Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.☆60Jun 21, 2021Updated 4 years ago
- ☆10Jan 27, 2022Updated 4 years ago
- Implementation of YOLO and IOU tracker in C++☆18Dec 20, 2021Updated 4 years ago
- This is 8-bit quantization sample for yolov5. Both PTQ, QAT and Partial Quantization have been implemented, and present the results based…☆110Jul 27, 2022Updated 3 years ago
- Multi-backbone, Prune, Quantization, KD☆156May 23, 2022Updated 3 years ago
- Compress BiSeNet with Structure Knowledge Distillation for Real-time image segmentation on wali-TX2☆11Jul 29, 2020Updated 5 years ago
- Fast parallel CTC.☆10Apr 7, 2017Updated 8 years ago
- Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)