BastianChen / Model-Compression-Demo
模型压缩demo(剪枝、量化、知识蒸馏)
☆63Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Model-Compression-Demo
- pytorch AutoSlim tools,支持三行代码对pytorch模型进行剪枝压缩☆37Updated 3 years ago
- yolov5 5.0 version distillation || yolov5 5.0版本知识蒸馏,yolov5l >> yolov5s☆154Updated 3 years ago
- ☆90Updated 2 years ago
- ☆32Updated 3 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆63Updated 2 years ago
- Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)☆77Updated 3 years ago
- B站Efficient-Neural-Network学习分享的配套代码☆296Updated 2 years ago
- yolov5目标检测模型的知识蒸馏(基于响应的蒸馏)☆92Updated 3 years ago
- model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular a…☆170Updated 4 years ago
- Yolov5 distillation training | Yolov5知识蒸馏训练,支持训练自己的数据☆206Updated 2 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)☆78Updated 9 months ago
- Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.☆57Updated 3 years ago
- 比ResNet更强的RepVGG,结构重参数化,推理部署一路3x3卷积到底,详细的代码讲解,欢迎star☆46Updated 3 years ago
- yolov5 knowledge distilling☆23Updated last year
- An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.☆217Updated 2 years ago
- Network reproduction and expansion based on Learning Efficient Convolutional Networks Through Network Slimming (ICCV 2017).☆24Updated 2 years ago
- ghostnet_cifar10☆116Updated 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☆242Updated last year
- ☆62Updated 4 years ago
- yolov5 version6.0☆24Updated 2 years ago
- In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,☆30Updated last year
- www.giantpandacv.com☆149Updated 4 months ago
- ☆14Updated 3 years ago
- ☆14Updated 3 years ago
- ☆36Updated last year
- The implement of yolov1 using pytorch, and supply the weight file of network for thoes who there are limitations about hardware.☆21Updated 4 years ago
- A compression tool based on distiller☆14Updated 4 years ago
- tensorrt int8 量化yolov5 onnx模型☆176Updated 3 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!☆72Updated 3 years ago
- Pytorch-->onnx-->TensorRT; CUDA11, CUDNN8, TensorRT8☆191Updated 11 months ago