feat: add yolox algo

2026-08-05 21:19:01 +08:00
parent b399d94de3
commit 79fde03972
13 changed files with 368 additions and 2 deletions
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+# YOLO26深度讲解
+
+## 一、实验环境
+
+```shell
+# 创建虚拟环境
+conda create -n yolo26 python=3.12 -y
+# 激活虚拟环境
+conda activate yolo26
+# 安装最新YOLO库
+pip install ultralytics -i https://pypi.mirrors.ustc.edu.cn/simple
+# 重装PyTorch（仅Windows）
+pip install torch==2.4.1 torchvision==0.19.1 torchaudio==2.4.1 --index-url https://download.pytorch.org/whl/cu124
+```
+
+## 二、视觉任务
+
+```shell
+# 1、目标检测基础
+python 01-detect-base.py
+# 2、模型参数
+python 02-model-info.py
+# 3、目标检测训练
+python 03-train-base.py
+# 4、训练数据标注
+python 04-lable-fmt.py
+# 5、自定义数据训练
+python 05-train-custom.py
+# 6、自定义类别检测
+python 06-detect-custom.py
+# 7、语义分割基础
+python 07-segment-base.py
+# 8、语义分割训练
+python 08-segment-train.py
+# 9、开放词汇分割
+python 09-segment-yoloe.py
+# 10、分类基础
+python 10-class-base.py
+# 11、分类训练
+python 11-class-train.py
+# 12、自定义数据分类训练
+python 12-custom-train.py
+# 13、自动标注
+python 13-auto-annotate.py
+```
+
+![](https://gitclone.com/download1/aliendao/weixin-aliendao.jpg)