garlic-byte / yolov8_pruneLinks
This project demonstrates a systematic approach to model optimization, showcasing the importance of fine-tuning in the context of model pruning. It provides a foundation for further research and development in the field of efficient deep learning model deployment.
☆14Updated last year
Alternatives and similar repositories for yolov8_prune
Users that are interested in yolov8_prune are comparing it to the libraries listed below
Sorting:
- This repo would give multi-task keypoint detect code based yolov8. The landmarks or keypoints with different classes and numbers can be …☆12Updated 2 years ago
- ☆17Updated last year
- Modify yolov8n's structure or functions to optimize its performance on small objections☆26Updated 2 years ago
- WIDER-FACE Face Detector Based On YOLOV8☆82Updated last year
- yolov8n 167fps on rk3588 with python(running without draw and show imgs)☆12Updated last year
- ☆15Updated last year
- 基于streamlit的YOLOv8可视化交互界面☆36Updated 2 years ago
- 轻量化剪枝+蒸馏☆50Updated last year
- The baseline YOLOv8s model has been improved with the integration of Global Attention Mechanism (GAM), Modified Neck, and Wise Intersecti…☆31Updated 8 months ago
- Converting YOLOv8 models to TensorRT of FP16 and INT8☆18Updated last year
- Easy Training Official YOLOv11、YOLOv10、YOLOv8、YOLOv7、YOLOv6、YOLOv5 and Prune all_model using Torch-Pruning!☆90Updated 3 weeks ago
- ☆100Updated last year
- 多类别多目标跟踪YoloV5+sort/deepsort/bytetrack/BotSort/motdt☆71Updated 2 years ago
- A repository that helps to convert the YOLOv8 detection model to OpenVINO format via onnx and make it more optimized with int8 quantizati…☆12Updated 2 years ago
- yolov8 ptq量化实战☆16Updated last year
- Many yolov8 model are trained on the VisDrone dataset.☆45Updated last year
- inference yolov8 obb in android demo☆19Updated last year
- ☆22Updated 2 years ago
- yolov8seg 瑞芯微 rknn 板端 C++部署，使用平台 rk3588。☆26Updated last year
- Improved-YOLOv8☆23Updated 9 months ago
- yolov8n 部署版，基于官方的导出onnx脚本导出onnx模型，在不同平台上进行部署测试，便于移植不同平台（onnx、tensorRT、rknn、Horizon）。☆38Updated 2 years ago
- yolov8在hisi3536a推理☆11Updated last year
- yolov8 旋转目标检测部署，瑞芯微RKNN芯片部署、地平线Horizon芯片部署、TensorRT部署☆28Updated last year
- A quick TensorRT deoloyment solution for YOLOv8.☆39Updated last year
- yolov8n 目标检测部署版本，便于移植不同平台（onnx、tensorRT、rknn、Horizon），全网部署最简单、速度最快的部署方式。☆46Updated last year
- This project is based on YOLOv8 and includes batch automatic annotation, one-click dataset format conversion, and model training function…☆17Updated 2 years ago
- yolov8n 部署版本，后处理用python语言和C++语言形式进行改写，便于移植不同平台（onnx、tensorRT、RKNN、Horzion）☆157Updated last year
- 使用TensorRT加速YOLOv8-Seg，完整的后端框架，包括Http服务器，Mysql数据库，ffmpeg视频推流等。☆85Updated last year
- yoloworld 的onnx、tensorRT、rknn、horizon 部署，通用各种平台和芯片。☆23Updated last year
- ☆13Updated last year