From a8533bfd9ed50e2df37847ef6c3dae0103ca929c Mon Sep 17 00:00:00 2001
From: martin <1486756632@qq.com>
Date: Mon, 5 Jan 2026 14:31:10 +0800
Subject: [PATCH] first commit

---
 readme | 69 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 69 insertions(+)
 create mode 100644 readme

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+conda create -n aienv2 python=3.10
+激活环境
+
+conda create -n yolo_trt_10 python=3.10 -c https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/ -c https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/ --override-channels
+
+
+
+最后安装tensorrt依赖的whl包，不然gdal 安装不上
+
+
+conda activate aienv
+安装本地环境所需的包
+//cuda 版本需要根据本地硬件做适配
+同时安装ultralyticsopencv，可以解决opencv 无法读取rtmp的问题
+
+conda install -c pytorch -c nvidia -c conda-forge -c defaults pytorch torchvision pytorch-cuda=12.4  -c https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/ -c https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/ --override-channels
+
+ultralytics opencv 
+
+conda install  -c conda-forge sanic  minio paho-mqtt sanic-cors -y
+
+
+conda remove --name aimmseg --all   删除环境
+
+# 执行清理后
+conda clean --all
+
+
+# 20250708 最新最新环境安装命令如下，既要适配sanic的3.9及以上，也要适配mmseg的torch版本
+
+conda create -n aimmseg python=3.10
+
+
+windows
+pip install mmcv==2.0.0 -f https://download.openmmlab.com/mmcv/dist/cu118/torch2.0/index.html -i https://mirrors.aliyun.com/pypi/simple/
+conda install pytorch==2.0.0 torchvision==0.15.0 torchaudio==2.0.0 pytorch-cuda=11.8 -c pytorch -c nvidia
+
+试一下torch2.0.1
+conda install pytorch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 pytorch-cuda=11.8 -c pytorch -c nvidia
+mamba install pytorch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 pytorch-cuda=11.8 -c pytorch -c nvidia
+
+linux
+pip install mmcv==2.0.0 -f https://download.openmmlab.com/mmcv/dist/cu118/torch2.0/index.html
+conda install pytorch==2.0.0 torchvision==0.15.0 torchaudio==2.0.0 pytorch-cuda=11.8 -c pytorch -c nvidia
+
+
+pip install av -i https://mirrors.aliyun.com/pypi/simple/
+
+pip install -U openmim -i https://mirrors.aliyun.com/pypi/simple/
+
+pip install "mmsegmentation>=1.0.0" -i https://mirrors.aliyun.com/pypi/simple/
+
+pip install ftfy -i https://mirrors.aliyun.com/pypi/simple/
+pip install opencv-python -i https://mirrors.aliyun.com/pypi/simple/
+
+pip install rasterio einops imageio albumentations opencv-contrib-python  -i https://mirrors.aliyun.com/pypi/simple/
+
+版本问题，需要保证numpy低于 2.0
+python -c "import numpy; print(numpy.__version__)"
+
+#torch版本低，需要降级numpy
+pip uninstall numpy -y
+pip install "numpy<2.0"  # 安装 1.26.4 或更早版本
+
+pip install numpy==1.24.4
+
+pip install --no-deps albumentations==2.0.8  -i https://pypi.tuna.tsinghua.edu.cn/simple
+
+mmsegmentation