semantic_segmentation:在给定图像中语义分割道路
道路分割
客观的
在自动驾驶的情况下，给定前摄像头视图，汽车需要知道道路在哪里。 在这个项目中，我们训练了神经网络，通过使用一种称为完全卷积网络（FCN）的方法来标记图像中道路的像素。 在此项目中，使用KITTI数据集实施FCN-VGG16并对其进行了培训，以进行道路分割。
演示版
（单击以查看完整的视频）
1代码和文件
1.1我的项目包括以下文件和文件夹
是演示的主要代码
包含单元测试
包含一些帮助程序功能
是带有GPU和Python3.5的环境文件
文件夹包含KITTI道路数据，VGG模型和源图像。
文件夹用于保存训练后的模型
文件夹包含测试数据的细分示例
1.2依赖关系和我的环境
Miniconda用于管理我的。
Python3.5，tensorflow-gpu，CUDA8，Numpy，SciPy
操作系统：Ubuntu 16.04
CPU：Intel:registered:Core:trade_mark:i7-68
文件下载
资源详情
[{"title":"（ 313 个子文件 57.98MB ） semantic_segmentation:在给定图像中语义分割道路","children":[{"title":"env-gpu-py35.yml <span style='color:#111;'> 518B </span>","children":null,"spread":false},{"title":"origin.png <span style='color:#111;'> 306.11KB </span>","children":null,"spread":false},{"title":"sample3.png <span style='color:#111;'> 157.98KB </span>","children":null,"spread":false},{"title":"vgg16.png <span style='color:#111;'> 45.24KB </span>","children":null,"spread":false},{"title":"sample5.png <span style='color:#111;'> 164.60KB </span>","children":null,"spread":false},{"title":"sample1.png <span style='color:#111;'> 156.07KB </span>","children":null,"spread":false},{"title":"fail4.png <span style='color:#111;'> 137.58KB </span>","children":null,"spread":false},{"title":"fail1.png <span style='color:#111;'> 147.33KB </span>","children":null,"spread":false},{"title":"fail3.png <span style='color:#111;'> 160.66KB </span>","children":null,"spread":false},{"title":"mask.png <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false},{"title":"demo.gif <span style='color:#111;'> 14.56MB </span>","children":null,"spread":false},{"title":"sample4.png <span style='color:#111;'> 155.53KB </span>","children":null,"spread":false},{"title":"fail2.png <span style='color:#111;'> 132.72KB </span>","children":null,"spread":false},{"title":"fcn.jpg <span style='color:#111;'> 60.71KB </span>","children":null,"spread":false},{"title":"sample2.png <span style='color:#111;'> 148.77KB </span>","children":null,"spread":false},{"title":"fcn_general.jpg <span style='color:#111;'> 53.45KB </span>","children":null,"spread":false},{"title":"put_trained_model_here.txt <span style='color:#111;'> 59B </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 34.32KB </span>","children":null,"spread":false},{"title":"helper.py <span style='color:#111;'> 7.48KB </span>","children":null,"spread":false},{"title":"_config.yml <span style='color:#111;'> 27B </span>","children":null,"spread":false},{"title":"uu_000035.png <span style='color:#111;'> 148.38KB </span>","children":null,"spread":false},{"title":"um_000071.png <span style='color:#111;'> 153.10KB </span>","children":null,"spread":false},{"title":"uu_000001.png <span style='color:#111;'> 141.62KB </span>","children":null,"spread":false},{"title":"uu_000018.png <span style='color:#111;'> 141.15KB </span>","children":null,"spread":false},{"title":"um_000014.png <span style='color:#111;'> 148.57KB </span>","children":null,"spread":false},{"title":"uu_000099.png <span style='color:#111;'> 161.43KB </span>","children":null,"spread":false},{"title":"umm_000079.png <span style='color:#111;'> 134.68KB </span>","children":null,"spread":false},{"title":"umm_000060.png <span style='color:#111;'> 147.11KB </span>","children":null,"spread":false},{"title":"umm_000007.png <span style='color:#111;'> 164.46KB </span>","children":null,"spread":false},{"title":"umm_000077.png <span style='color:#111;'> 140.37KB </span>","children":null,"spread":false},{"title":"uu_000054.png <span style='color:#111;'> 174.77KB </span>","children":null,"spread":false},{"title":"um_000048.png <span style='color:#111;'> 132.58KB </span>","children":null,"spread":false},{"title":"umm_000003.png <span style='color:#111;'> 135.81KB </span>","children":null,"spread":false},{"title":"umm_000028.png <span style='color:#111;'> 144.90KB </span>","children":null,"spread":false},{"title":"um_000074.png <span style='color:#111;'> 147.33KB </span>","children":null,"spread":false},{"title":"um_000035.png <span style='color:#111;'> 148.23KB </span>","children":null,"spread":false},{"title":"um_000027.png <span style='color:#111;'> 147.05KB </span>","children":null,"spread":false},{"title":"um_000003.png <span style='color:#111;'> 154.74KB </span>","children":null,"spread":false},{"title":"um_000073.png <span style='color:#111;'> 127.53KB </span>","children":null,"spread":false},{"title":"um_000020.png <span style='color:#111;'> 147.42KB </span>","children":null,"spread":false},{"title":"uu_000006.png <span style='color:#111;'> 152.58KB </span>","children":null,"spread":false},{"title":"um_000010.png <span style='color:#111;'> 140.61KB </span>","children":null,"spread":false},{"title":"umm_000026.png <span style='color:#111;'> 149.60KB </span>","children":null,"spread":false},{"title":"umm_000072.png <span style='color:#111;'> 167.75KB </span>","children":null,"spread":false},{"title":"um_000090.png <span style='color:#111;'> 164.08KB </span>","children":null,"spread":false},{"title":"uu_000022.png <span style='color:#111;'> 130.71KB </span>","children":null,"spread":false},{"title":"uu_000090.png <span style='color:#111;'> 164.74KB </span>","children":null,"spread":false},{"title":"uu_000036.png <span style='color:#111;'> 161.79KB </span>","children":null,"spread":false},{"title":"um_000075.png <span style='color:#111;'> 146.05KB </span>","children":null,"spread":false},{"title":"um_000056.png <span style='color:#111;'> 155.62KB </span>","children":null,"spread":false},{"title":"um_000008.png <span style='color:#111;'> 168.78KB </span>","children":null,"spread":false},{"title":"uu_000046.png <span style='color:#111;'> 146.67KB </span>","children":null,"spread":false},{"title":"um_000036.png <span style='color:#111;'> 151.09KB </span>","children":null,"spread":false},{"title":"umm_000018.png <span style='color:#111;'> 151.23KB </span>","children":null,"spread":false},{"title":"umm_000042.png <span style='color:#111;'> 140.76KB </span>","children":null,"spread":false},{"title":"um_000076.png <span style='color:#111;'> 148.02KB </span>","children":null,"spread":false},{"title":"um_000018.png <span style='color:#111;'> 155.67KB </span>","children":null,"spread":false},{"title":"umm_000066.png <span style='color:#111;'> 162.13KB </span>","children":null,"spread":false},{"title":"umm_000014.png <span style='color:#111;'> 150.89KB </span>","children":null,"spread":false},{"title":"umm_000092.png <span style='color:#111;'> 151.53KB </span>","children":null,"spread":false},{"title":"umm_000024.png <span style='color:#111;'> 134.23KB </span>","children":null,"spread":false},{"title":"uu_000063.png <span style='color:#111;'> 166.29KB </span>","children":null,"spread":false},{"title":"um_000002.png <span style='color:#111;'> 145.00KB </span>","children":null,"spread":false},{"title":"umm_000090.png <span style='color:#111;'> 147.93KB </span>","children":null,"spread":false},{"title":"um_000065.png <span style='color:#111;'> 123.65KB </span>","children":null,"spread":false},{"title":"uu_000004.png <span style='color:#111;'> 157.26KB </span>","children":null,"spread":false},{"title":"umm_000046.png <span style='color:#111;'> 135.63KB </span>","children":null,"spread":false},{"title":"um_000019.png <span style='color:#111;'> 152.75KB </span>","children":null,"spread":false},{"title":"umm_000047.png <span style='color:#111;'> 135.68KB </span>","children":null,"spread":false},{"title":"um_000086.png <span style='color:#111;'> 150.03KB </span>","children":null,"spread":false},{"title":"uu_000014.png <span style='color:#111;'> 135.78KB </span>","children":null,"spread":false},{"title":"umm_000010.png <span style='color:#111;'> 166.66KB </span>","children":null,"spread":false},{"title":"umm_000059.png <span style='color:#111;'> 149.38KB </span>","children":null,"spread":false},{"title":"um_000055.png <span style='color:#111;'> 149.82KB </span>","children":null,"spread":false},{"title":"uu_000057.png <span style='color:#111;'> 176.34KB </span>","children":null,"spread":false},{"title":"umm_000071.png <span style='color:#111;'> 167.44KB </span>","children":null,"spread":false},{"title":"um_000015.png <span style='color:#111;'> 148.77KB </span>","children":null,"spread":false},{"title":"uu_000043.png <span style='color:#111;'> 158.87KB </span>","children":null,"spread":false},{"title":"umm_000091.png <span style='color:#111;'> 146.50KB </span>","children":null,"spread":false},{"title":"uu_000044.png <span style='color:#111;'> 156.14KB </span>","children":null,"spread":false},{"title":"uu_000030.png <span style='color:#111;'> 148.89KB </span>","children":null,"spread":false},{"title":"uu_000009.png <span style='color:#111;'> 163.98KB </span>","children":null,"spread":false},{"title":"uu_000003.png <span style='color:#111;'> 155.78KB </span>","children":null,"spread":false},{"title":"uu_000033.png <span style='color:#111;'> 152.27KB </span>","children":null,"spread":false},{"title":"uu_000059.png <span style='color:#111;'> 179.63KB </span>","children":null,"spread":false},{"title":"umm_000067.png <span style='color:#111;'> 162.79KB </span>","children":null,"spread":false},{"title":"umm_000085.png <span style='color:#111;'> 134.54KB </span>","children":null,"spread":false},{"title":"umm_000068.png <span style='color:#111;'> 177.14KB </span>","children":null,"spread":false},{"title":"uu_000041.png <span style='color:#111;'> 141.63KB </span>","children":null,"spread":false},{"title":"umm_000032.png <span style='color:#111;'> 145.71KB </span>","children":null,"spread":false},{"title":"uu_000058.png <span style='color:#111;'> 173.49KB </span>","children":null,"spread":false},{"title":"uu_000092.png <span style='color:#111;'> 142.34KB </span>","children":null,"spread":false},{"title":"uu_000029.png <span style='color:#111;'> 138.52KB </span>","children":null,"spread":false},{"title":"umm_000050.png <span style='color:#111;'> 149.37KB </span>","children":null,"spread":false},{"title":"uu_000021.png <span style='color:#111;'> 150.57KB </span>","children":null,"spread":false},{"title":"um_000079.png <span style='color:#111;'> 134.87KB </span>","children":null,"spread":false},{"title":"uu_000093.png <span style='color:#111;'> 142.31KB </span>","children":null,"spread":false},{"title":"um_000031.png <span style='color:#111;'> 150.42KB </span>","children":null,"spread":false},{"title":"um_000043.png <span style='color:#111;'> 119.38KB </span>","children":null,"spread":false},{"title":"um_000049.png <span style='color:#111;'> 142.18KB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多，未全部展示</span>","children":null,"spread":false}],"spread":true}]
评论信息
其他资源
- 992安装包 16 9 17(1).zip
- SSOP_48封装
- 基于IDL的图形界面设计源代码
- 小说在线阅读系统
- 二进制方式搭建k8s集群所需文件.zip
- keras上LSTM长短期记忆网络金融时序预测python代码
- 中科院信息工程研究所2018考博专业课真题
- HC32F003华大寄存器版本
- 用循环队列实现银行排队系统（VIP客户优先出队）
- hx711+称重传感器+stc89c52
- 安卓组态软件MODBUS.rar
- Ubuntu离线安装NFS的安装包
- 路由器实现源码
- sentinel-dashboard-1.8.1.jar
- moco_runner_demo.zip
- hadoop-2.9.0.tar.gz
- Rad_Sutido_10.4.2(Hunter)_doc_Build_3842.pdf
- ISTask.dll下载
- guiliVideo.zip谷粒影音项目视频表、用户表
- 教师信息管理系统 源码+论文
- 八数码问题（C#）
- 用C++模拟直线插补（图形）
- webpack4.0视频教程
- 通信专业中级综合能力18版官方教材-可搜索复制版（smaller）.pdf
- dreaming in code
- 常用生态学模型
免责申明
【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明