xu-peng-tao / SSD-Pruning-and-quantizationLinks
Pruning and quantization for SSD. Model compression.
☆30Updated 4 years ago
Alternatives and similar repositories for SSD-Pruning-and-quantization
Users that are interested in SSD-Pruning-and-quantization are comparing it to the libraries listed below
Sorting:
- Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆67Updated 5 years ago
- In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,☆31Updated 2 years ago
- Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.☆60Updated 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…☆110Updated 3 years ago
- YOLO ModelCompression MultidatasetTraining☆445Updated 3 years ago
- www.giantpandacv.com☆154Updated last year
- An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.☆228Updated 3 years ago
- ☆93Updated 3 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆300Updated 3 years ago
- ☆14Updated 5 years ago
- A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection☆50Updated 4 years ago
- Try out different pruning-approaches on lightweight Backbones.☆145Updated 5 years ago
- MobileNetV3 SSD的简洁版本☆79Updated last year
- ☆232Updated 2 years ago
- ☆67Updated 4 years ago
- ☆34Updated 5 years ago
- This repository provides a sample to run yolov3 on int8 mode in tensorRT☆25Updated 6 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
- yolov5 pruning (SFP Pruning、Nework Slimming)☆19Updated 4 years ago
- [NeurIPS 2021] Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression☆153Updated 4 years ago
- Offline Quantization Tools for Deploy.☆141Updated 2 years ago
- Quantize,Pytorch,Vgg16,MobileNet☆44Updated 4 years ago
- [T-PAMI'23] PAGCP for the compression of YOLOv5☆122Updated 2 years ago
- 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
- 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☆255Updated 2 years ago
- MobileNetV3 based SSD-lite implementation in Pytorch☆99Updated 6 years ago
- RepVGG TensorRT int8 量化,实测推理不到1ms一帧!☆64Updated 4 years ago
- reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5,YOLOv3, etc.☆390Updated 4 years ago
- 🔥CDIoU and CDIoU loss is like a convenient plug-in that can be used in multiple models. CDIoU and CDIoU loss have different excellent pe…☆27Updated 4 years ago
- yolov5目标检测模型的知识蒸馏(基于响应的蒸馏)☆110Updated 4 years ago