arojsubedi / Improved-YOLOv8sLinks
The baseline YOLOv8s model has been improved with the integration of Global Attention Mechanism (GAM), Modified Neck, and Wise Intersection over Union (WIoUv3)
☆31Updated 7 months ago
Alternatives and similar repositories for Improved-YOLOv8s
Users that are interested in Improved-YOLOv8s are comparing it to the libraries listed below
Sorting:
- [ICIP'24 Lecture Presentation] Official implementation of "CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and…☆69Updated last week
- ☆20Updated last year
- 基于streamlit的YOLOv8可视化交互界面☆36Updated last year
- 基于YOLOv8和PYQT5的检测界面☆43Updated last year
- Steel defect detection system based on improved YOLOv8 algorithm(基于改进YOLOv8算法的钢材瑕疵辅助检测系统)☆25Updated 11 months ago
- This project demonstrates a systematic approach to model optimization, showcasing the importance of fine-tuning in the context of model p…☆14Updated last year
- The dataset I am using is NEU-DET, which uses yolov8 and its improved models (including Coordinate Attention and Swin Transformer) for de…☆90Updated last year
- Many yolov8 model are trained on the VisDrone dataset.☆43Updated last year
- ICONIP 2024 (IEEE Access 2025)☆118Updated 2 weeks ago
- This repository includes Endoscopic colorectal polyp detection based on improved YOLOv8. We employ deformable Conv V2 and EMA modules to …☆21Updated last year
- This is an improvement strategy based on YOLOv8, which uses MobileNetv4 to improve the model. It can reduce the parameters of the model a…☆53Updated 11 months ago
- ☆18Updated 2 years ago
- [MICCAI'24] Official implementation of "BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection".☆132Updated this week
- 该数据集包括yolo和slp两种格式,数据集中根据与猪只估重和姿态 跟踪相关的体表参数,确定关键点。其中yolo格式数据集中除了常规的目标框外,还多了16个关键点;而slp数据集为猪只关键点组成的骨架。☆14Updated 2 years ago
- (雷同的那个是营销号)YOLOv8检测模块组合优化改进(成功涨点):添加GAM注意力机制;添加小目标检测头;替换为Wise_IoU损失函数+完整web端展示(实现简单目标跟踪功能)☆59Updated last year
- Improved-YOLOv8☆23Updated 9 months ago
- YOLOv8检测模块组合优化改进(成功涨点):添加GAM注意力机制;添加小目标检测头;替换为Wise_IoU损失函数+完整web 端展示(实现简单目标跟踪功能)☆174Updated last year
- Modify yolov8n's structure or functions to optimize its performance on small objections☆25Updated 2 years ago
- LAR-YOLOv8☆19Updated last year
- WIDER-FACE Face Detector Based On YOLOV8☆80Updated last year
- 在YOLO11模型基于deepsort下做的目标追踪小demo☆18Updated 8 months ago
- ☆15Updated last year
- ☆13Updated last year
- 重识别完整pipeline。支持视频/图像/遍历文件夹。reid模型采用2024行人重识别指标最高模型.行人检测采用yolov8,行人跟踪采用botsort。检索系统采用faiss。☆28Updated last year
- YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.☆52Updated last week
- Lightweight Rail Surface Defect Detection Algorithm Based on an Improved YOLOv8☆32Updated 5 months ago
- 基于YOLOv8和光流算法的车牌识别和测速项目☆11Updated 5 months ago
- 🔥🔥🔥 专注于YOLO改进模型,Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀☆287Updated 6 months ago
- 基于Yolov8+UCMCTrack/DeepSort+注意力机制的多目标跟踪系统 v1.0.3☆51Updated last year
- ☆25Updated 2 years ago