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Mr_Robot d0293fe547 | 7 months ago | |
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LICENSE | 7 months ago | |
Notebook_for_语义分割-checkpoint.ipynb | 7 months ago | |
Notebook_for_语义分割.ipynb | 7 months ago | |
README.md | 7 months ago | |
【A0】关于本教程.ipynb | 7 months ago | |
【A1】安装配置MMSegmentation.ipynb | 7 months ago | |
【B1】预训练语义分割模型预测-单张图像-命令行.ipynb | 7 months ago | |
【B2】预训练语义分割模型预测-单张图像-Python API.ipynb | 7 months ago | |
【B3】预训练语义分割模型预测-视频.ipynb | 7 months ago | |
【C】下载西瓜语义分割数据集.ipynb | 7 months ago | |
【D】可视化探索语义分割数据集.ipynb | 7 months ago |
语义分割和图像分割是人工智能、机器学习、深度学习和计算机视觉解决的核心任务之一。
在医疗影像分析、遥感图像分析、工业缺陷检测、无人驾驶感知等领域广泛落地应用。
同济子豪兄手把手带你使用OpenMMLab开源语义分割算法库MMSegmentation,跑通语义分割开发全流程:标注、训练、评估、预测、部署。
视频教程合集:https://space.bilibili.com/1900783/channel/collectiondetail?sid=1631214
代码教程合集:https://github.com/TommyZihao/MMSegmentation_Tutorials
推荐代码运行云GPU环境 RTX A4000, CUDA 11.3, Python 3.7, Pytorch 1.10
短视频介绍:https://www.bilibili.com/video/BV1Wr4y1d7Tr
语义分割与MMSegmentation:https://www.bilibili.com/video/BV1qN411z7hz
开源计算机视觉算法体系OpenMMLab介绍:https://www.bilibili.com/video/BV1js4y1i72P
语义分割算法演进:https://www.bilibili.com/video/BV1gV4y1m74P
标注自己的语义分割数据集:https://www.bilibili.com/video/BV1uu4y1Q7Rt
安装配置MMSegmentation+预训练语义分割推理预测:https://www.bilibili.com/video/BV1du4y1q7o5
下载并可视化西瓜语义分割样例数据集:https://www.bilibili.com/video/BV1C8411X7p9
准备MMSeg语义分割config配置文件:https://www.bilibili.com/video/BV1w44y1F73N
训练语义分割深度学习算法:https://www.bilibili.com/video/BV1Ch4y1S7cX
用训练好的语义分割算法模型,对新图像、视频、摄像头实时画面,运行语义分割预测:https://www.bilibili.com/video/BV1vp4y1K7Tj
MMDeploy模型转换与终端部署:https://www.bilibili.com/video/BV1Ep4y1n7wo
ONNX Runtime语义分割模型部署:https://www.bilibili.com/video/BV1aN411B7Dq
AidLux智能手机语义分割部署
添加喵喵小助手微信号:OpenMMLabwx 回复 子豪兄西瓜语义分割,免费加入大佬交流微信群,有问必答
OpenMMLab主页:https://openmmlab.com
MMSegmentation主页:https://github.com/open-mmlab/mmsegmentation
学习同济子豪哥的openmmlab教程
Jupyter Notebook
AFL-3.0
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