YOLO系列模型发展史

Hi,大家好!这里是肆十二!

视频教程地址:【2024毕设系列】Anaconda和Pycharm如何使用_哔哩哔哩

这里在博客中做个简单记录,方便后续查找YOLO系列模型的相关内容!

  1. YOLOv3: The third iteration of the YOLO model family, originally by Joseph Redmon, known for its efficient real-time object detection capabilities.
  2. YOLOv4: A darknet-native update to YOLOv3, released by Alexey Bochkovskiy in 2020.
  3. YOLOv5: An improved version of the YOLO architecture by Ultralytics, offering better performance and speed trade-offs compared to previous versions.
  4. YOLOv6 : Released by Meituan in 2022, and in use in many of the company's autonomous delivery robots.
  5. YOLOv7: Updated YOLO models released in 2022 by the authors of YOLOv4.
  6. YOLOv8 NEW 🚀: The latest version of the YOLO family, featuring enhanced capabilities such as instance segmentation, pose/keypoints estimation, and classification.
  7. YOLOv9 : An experimental model trained on the Ultralytics YOLOv5 codebase implementing Programmable Gradient Information (PGI).
  8. YOLOv10: By Tsinghua University, featuring NMS-free training and efficiency-accuracy driven architecture, delivering state-of-the-art performance and latency.
  9. Segment Anything Model (SAM): Meta's Segment Anything Model (SAM).
  10. Mobile Segment Anything Model (MobileSAM): MobileSAM for mobile applications, by Kyung Hee University.
  11. Fast Segment Anything Model (FastSAM): FastSAM by Image & Video Analysis Group, Institute of Automation, Chinese Academy of Sciences.
  12. YOLO-NAS: YOLO Neural Architecture Search (NAS) Models.
  13. Realtime Detection Transformers (RT-DETR): Baidu's PaddlePaddle Realtime Detection Transformer (RT-DETR) models.
  14. YOLO-World: Real-time Open Vocabulary Object Detection models from Tencent AI Lab.
相关推荐
AI妈妈手把手10 小时前
YOLO V2全面解析:更快、更准、更强大的目标检测算法
人工智能·算法·yolo·目标检测·计算机视觉·yolo v2
B站计算机毕业设计之家12 小时前
计算机视觉:基于YOLOv8/YOLOv7/YOLOv6/YOLOv5的零售柜商品检测识别系统(Python+PySide6界面+训练代码)(源码+文档)✅
人工智能·深度学习·opencv·yolo·计算机视觉·零售·1024程序员节
过往入尘土1 天前
YOLOv5:实时目标检测的现代化实践与深度解析
人工智能·yolo·目标检测
weixin_497845541 天前
通过ML.Net调用yolov5的Onnx模型
yolo·.net
FL16238631291 天前
基于YOLOv12和MediaPipe的人体跌倒检测系统
yolo
B站计算机毕业设计之家1 天前
计算机视觉:pyqt5+yoloV5目标检测平台 python实战 torch 目标识别 大数据项目 目标跟踪(建议收藏)✅
深度学习·qt·opencv·yolo·目标检测·计算机视觉·1024程序员节
知来者逆1 天前
计算机视觉——从环境配置到跨线计数的完整实现基于 YOLOv12 与质心追踪器的实时人员监控系统
人工智能·yolo·目标检测·计算机视觉·1024程序员节·目标追踪·yolov12
weixin_457340211 天前
VOC XML 旋转框 转换为 YOLO OBB 格式
xml·yolo·目标检测·视觉检测
lxmyzzs1 天前
【图像算法 - 30】基于深度学习的PCB板缺陷检测系统: YOLOv11 + UI界面 + 数据集实现
人工智能·深度学习·算法·yolo·缺陷检测
MADAO_luv1 天前
YOLOV11分类动物图像
深度学习·yolo·机器学习