ybai789 / yolov8-prune-network-slimmingLinks
A network slimming-based pruning method for YOLOv8.
☆38Updated last year
Alternatives and similar repositories for yolov8-prune-network-slimming
Users that are interested in yolov8-prune-network-slimming are comparing it to the libraries listed below
Sorting:
- 使用pytorch_quantization对yolov8进行量化☆119Updated 2 years ago
- Quantization Aware Training☆85Updated 2 years ago
- provide some new architecture, channel pruning and quantization methods for yolov5☆30Updated 3 months ago
- ☆22Updated 2 years ago
- yolov8-prune☆18Updated 2 years ago
- ☆39Updated 2 years ago
- A tracking scheme developed by integrating six tracking methods, DeepSORT StrongSORT OSNet HybridSORT, OCSORT, and ByteTrack, using yolov…☆12Updated last year
- 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
- yolov8 prune using torch-pruning☆19Updated last year
- yolov8 ptq量化实战☆16Updated 2 years ago
- 用于 MobileNetV3 在自定义数据集上的量化,模型压缩90%而精度几乎不受影响,论文:HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆19Updated 4 years ago
- [T-PAMI'23] PAGCP for the compression of YOLOv5☆122Updated 2 years ago
- ☆17Updated last year
- YOLOv5 Quantization Aware Training (QAT, qat_torch branch) and Post Training Quantization with ONNX (ptq_onnx branch ptq_onnx.ipynb)☆15Updated 2 years ago
- ☆155Updated 2 years ago
- Implementation for the paper 'YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs'☆103Updated 2 years ago
- Easy Training Official YOLOv11、YOLOv10、YOLOv8、YOLOv7、YOLOv6、YOLOv5 and Prune all_model using Torch-Pruning!☆137Updated 5 months ago
- ☆19Updated last year
- ☆103Updated 2 years ago
- yolov5 tensorrt int8量化方法汇总☆85Updated 2 years ago
- 可以训练yolov5(v6.0)、yolox、小型网络,添加注意力机制☆66Updated 4 years ago
- yolov8的训练以及在旭日x3派上的部署☆23Updated 5 months ago
- Using pruning and quantization algorithm to accelerate your yolov7's inference.☆15Updated 2 years ago
- 轻量化剪枝+蒸馏☆67Updated last year
- This repository is Onnx tutorial summary for python implements , which comes from other web resource.☆29Updated 3 years ago
- A ready-to-use notebook!☆56Updated 3 months ago
- 高效部署:YOLO X, V3, V4, V5, V6, V7, V8, EdgeYOLO TRT推理 ™️ ,前后处理均由CUDA核函数实现 CPP/CUDA🚀☆53Updated 2 years ago
- 🚀🚀🚀YOLOC is Combining different modules to build an different Object detection model.Including YOLOv3、YOLOv4、Scaled_YOLOv4、YOLOv5、YOLO…☆73Updated 3 years ago
- 一种基于YOLOv3/4的双流混合模态道路行人检测方法🌊💧💦。☆53Updated 3 years ago
- Implementation of YOLOv9 QAT optimized for deployment on TensorRT platforms.☆129Updated 9 months ago