chumingqian / Model_Compression_For_YOLOV3-V4Links
In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,
☆32Updated 2 years ago
Alternatives and similar repositories for Model_Compression_For_YOLOV3-V4
Users that are interested in Model_Compression_For_YOLOV3-V4 are comparing it to the libraries listed below
Sorting:
- Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.☆60Updated 4 years ago
- Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆64Updated 4 years ago
- ☆14Updated 4 years ago
- Pruning and quantization for SSD. Model compression.☆30Updated 4 years ago
- MobileNetV3 SSD的简洁版本☆77Updated last year
- ☆92Updated 3 years ago
- This repository provides a sample to run yolov3 on int8 mode in tensorRT☆26Updated 5 years ago
- YOLO ModelCompression MultidatasetTraining☆444Updated 3 years ago
- pytorch AutoSlim tools,支持三行代码对pytorch模型进行剪枝压缩☆39Updated 4 years ago
- Try out different pruning-approaches on lightweight Backbones.☆146Updated 5 years ago
- MobileNetV3 based SSD-lite implementation in Pytorch☆100Updated 5 years ago
- This is 8-bit quantization sample for yolov5. Both PTQ, QAT and Partial Quantization have been implemented, and present the results based…☆107Updated 3 years ago
- ☆62Updated 5 years ago
- yolov5 onnx caffe☆120Updated 4 years ago
- TensorRT int8 量化部署 yolov5s 模型,实测3.3ms一帧!☆170Updated 4 years ago
- yolov5 pruning (SFP Pruning、Nework Slimming)☆18Updated 3 years ago
- 对yolov4进行通道剪枝☆15Updated 3 years ago
- tensorrt int8 量化yolov5 onnx模型☆185Updated 4 years ago
- YOLOv3 quantization model v10, only for quantization off-line☆21Updated 6 years ago
- YOLOv3-training-prune☆58Updated 4 years ago
- ppyolo in pytorch. 44.8% box mAP.☆109Updated 3 years ago
- nanodet int8 量化,实测推理2ms一帧!☆37Updated 4 years ago
- ☆14Updated 3 years ago
- Deploy the pruned YOLOv3/v4/v4-tiny/v4-tiny-3l model on OpenVINO embedded devices☆52Updated 4 years ago
- A nnie quantization aware training tool on pytorch.☆239Updated 4 years ago
- 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☆251Updated 2 years ago
- ☆68Updated 4 years ago
- yolov5 5.0 version distillation || yolov5 5.0版本知识蒸馏,yolov5l >> yolov5s☆162Updated 4 years ago
- yolov5 onnx caffe☆87Updated 4 years ago
- Darknet(AB版)框架源码解析:详尽的中文注释(逐句)和原理分析!☆75Updated 4 years ago