yeqiwang / KnowledgeDistillingLinks
tensorflow2_knowledge_distilling_example
☆12Updated 3 years ago
Alternatives and similar repositories for KnowledgeDistilling
Users that are interested in KnowledgeDistilling are comparing it to the libraries listed below
Sorting:
- 模型压缩demo（剪枝、量化、知识蒸馏）☆77Updated 5 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☆249Updated 2 years ago
- OpenPose uses Pytorch for static quantization, saving, and loading of models☆88Updated 4 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
- 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)☆104Updated last year
- the modify for shufflenets: shufflenet_v2_csp;shufflenet_v2_k5;shufflenet_v2_liteconv;shufflenet_v2_se_attention;shufflenet_v2_sk_attenti…☆70Updated 4 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆68Updated 3 years ago
- yolov5 knowledge distilling☆26Updated 2 years ago
- Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)☆79Updated 4 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
- 基于NanoDet项目进行小裁剪，专门用来实现PyTorch 版本的代码，下载直接能使用，支持图片、视频文件、摄像头实时目标检测。☆150Updated 4 years ago
- B站Efficient-Neural-Network学习分享的配套代码☆300Updated 3 years ago
- Yolov5 distillation training | Yolov5知识蒸馏训练，支持训练自己的数据☆222Updated 2 years ago
- ☆14Updated 4 years ago
- yolov5 5.0 version distillation || yolov5 5.0版本知识蒸馏，yolov5l >> yolov5s☆162Updated 3 years ago
- Realise video quality diagnosis☆21Updated 4 years ago
- ☆145Updated last year
- ☆33Updated 4 years ago
- ☆92Updated 3 years ago
- yolov5目标检测模型的知识蒸馏（基于响应的蒸馏）☆102Updated 3 years ago
- An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.☆224Updated 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 4 years ago
- [T-PAMI'23] PAGCP for the compression of YOLOv5☆118Updated 2 years ago
- 一个简单方便的目标检测框架(PyTorch环境可直接运行，不需要cuda编译)，支持Faster_RCNN、Cascade_RCNN、Yolo系列、SSD等经典网络。☆273Updated 10 months ago
- Network reproduction and expansion based on Learning Efficient Convolutional Networks Through Network Slimming (ICCV 2017).☆24Updated 3 years ago
- Unofficial PyTorch implementation of MobileViT based on paper "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Trans…☆122Updated 3 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。☆23Updated last year
- Pytorch分布式训练框架☆80Updated last month
- CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.☆257Updated last year
- ☆256Updated 2 years ago