tangchen2 / Model-CompressionLinks
Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)
☆79Updated 4 years ago
Alternatives and similar repositories for Model-Compression
Users that are interested in Model-Compression are comparing it to the libraries listed below
Sorting:
- www.giantpandacv.com☆152Updated last year
- 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☆254Updated 2 years ago
- Pytorch-->onnx-->TensorRT; CUDA11, CUDNN8, TensorRT8☆211Updated last year
- RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is la…☆211Updated 2 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
- TensorRT 2022 亚军方案,tensorrt加速mobilevit模型☆68Updated 3 years ago
- 模型压缩demo(剪枝、量化、知识蒸馏)☆77Updated 5 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 5 years ago
- B站Efficient-Neural-Network学习分享的配套代码☆301Updated 3 years ago
- An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.☆226Updated 3 years ago
- ☆93Updated 3 years ago
- An Improved One millisecond Mobile Backbone☆147Updated 3 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆67Updated 3 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆297Updated 2 years ago
- RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization☆180Updated 2 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☆47Updated 4 years ago
- Pytorch and ncnn implementation of PPYOLOE、YOLOX、PPYOLO、PPYOLOv2、PicoDet and so on.☆305Updated 3 months ago
- ☆338Updated 3 years ago
- Pruning and quantization for SSD. Model compression.☆30Updated 4 years ago
- tensorrt int8 量化yolov5 onnx模型☆185Updated 4 years ago
- [T-PAMI'23] PAGCP for the compression of YOLOv5☆121Updated 2 years ago
- A simple network quantization demo using pytorch from scratch.☆538Updated 2 years ago
- ☆179Updated 2 years ago
- TensorRT 2022复赛方案: 首个基于Transformer的图像重建模型MST++的TensorRT模型推断优化☆143Updated 3 years ago
- Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.☆60Updated 4 years ago
- yolov5 prune,Support V2, V3, V4 and V6 versions of yolov5☆581Updated 3 years ago
- Official repo of RepOptimizers and RepOpt-VGG☆264Updated 2 years ago
- ☆150Updated last year
- ONNX2Pytorch☆164Updated 4 years ago
- ppyolo in pytorch. 44.8% box mAP.☆108Updated 3 years ago