unity3d的行人目标跟踪
在Unity3D中，行人目标跟踪是一项重要的技术，它广泛应用于虚拟现实（VR）、游戏开发、模拟训练等领域。这项技术允许我们追踪并预测游戏场景中行人的运动轨迹，以实现更加真实和动态的游戏体验。以下将详细介绍这个主题，并结合提供的文件名解析其可能涉及的关键知识点。
1. **目标跟踪原理**：
目标跟踪是计算机视觉中的一个核心问题，它涉及到识别、定位和追踪特定对象。在Unity3D中，这通常通过创建脚本来实现，例如`main.py`或`video_visualize.py`可能包含了目标检测和追踪的算法代码。这些脚本可能利用机器学习模型，如卡尔曼滤波器、粒子滤波器或深度学习方法，如YOLO、SSD等，来实现对行人目标的实时跟踪。
2. **地图与网格化表示**：
`map_grid_visualize.png`和`img_grid_visualize.png`可能表示场景的地图以及网格化的表示。在行人目标跟踪中，将场景划分为网格可以帮助简化问题，使得算法能够更容易地处理和理解行人的位置和移动。网格化可以用于路径规划、碰撞检测和目标状态估计。
3. **GPU加速**：
文件`run_gpu01.sh`表明可能有一个用于在GPU上运行的脚本，这对于目标跟踪至关重要。由于许多目标检测和追踪算法计算密集型强，利用GPU可以显著提升性能和速度，尤其在处理高分辨率视频流时。
4. **可视化工具**：
`video_visualize.py`和`grid_visualize.py`可能是用于数据可视化和结果展示的脚本。在目标跟踪中，可视化能够帮助开发者直观地理解算法的性能，检查跟踪结果是否准确，并进行调试。
5. **版本控制与编辑器配置**：
`.gitattributes`和`.gitignore`是Git版本控制系统的一部分，用于管理项目的属性和忽略不必要的文件。`.vscode`目录则可能包含Visual Studio Code的项目配置，为开发者提供代码编辑和调试环境。
6. **代码结构**：
`README.md`文件通常用来介绍项目、指导如何运行以及解释项目结构。这对于理解整个目标跟踪系统是如何组织和运行的至关重要。
Unity3D的行人目标跟踪涉及了计算机视觉、机器学习、地图网格化、GPU加速、数据可视化等多个领域的知识。通过理解和应用这些技术，开发者可以构建出更加智能和真实的虚拟环境，使用户沉浸在更加逼真的交互体验中。
文件下载
资源详情
[{"title":"（ 114 个子文件 3.14MB ） unity3d的行人目标跟踪","children":[{"title":"ismember_mex.c <span style='color:#111;'> 945B </span>","children":null,"spread":false},{"title":"clearMOTMex.cpp <span style='color:#111;'> 14.63KB </span>","children":null,"spread":false},{"title":"costBlockMex.cpp <span style='color:#111;'> 5.05KB </span>","children":null,"spread":false},{"title":"acfDetect1.cpp <span style='color:#111;'> 4.20KB </span>","children":null,"spread":false},{"title":"MinCostMatching.cpp <span style='color:#111;'> 3.91KB </span>","children":null,"spread":false},{"title":".gitattributes <span style='color:#111;'> 66B </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 1.69KB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 184B </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 52B </span>","children":null,"spread":false},{"title":"MVDet-master.iml <span style='color:#111;'> 452B </span>","children":null,"spread":false},{"title":"launch.json <span style='color:#111;'> 495B </span>","children":null,"spread":false},{"title":"IniConfig.m <span style='color:#111;'> 56.53KB </span>","children":null,"spread":false},{"title":"PrintTable.m <span style='color:#111;'> 49.14KB </span>","children":null,"spread":false},{"title":"bbGt.m <span style='color:#111;'> 32.76KB </span>","children":null,"spread":false},{"title":"bbApply.m <span style='color:#111;'> 20.74KB </span>","children":null,"spread":false},{"title":"bbLabeler.m <span style='color:#111;'> 17.65KB </span>","children":null,"spread":false},{"title":"acfTrain.m <span style='color:#111;'> 14.23KB </span>","children":null,"spread":false},{"title":"Hungarian.m <span style='color:#111;'> 8.84KB </span>","children":null,"spread":false},{"title":"clearMOTLoopMatlab.m <span style='color:#111;'> 8.07KB </span>","children":null,"spread":false},{"title":"bbNms.m <span style='color:#111;'> 7.84KB </span>","children":null,"spread":false},{"title":"CLEAR_MOD_HUN.m <span style='color:#111;'> 7.45KB </span>","children":null,"spread":false},{"title":"preprocessResult.m <span style='color:#111;'> 6.03KB </span>","children":null,"spread":false},{"title":"parseCameraParameters.m <span style='color:#111;'> 4.51KB </span>","children":null,"spread":false},{"title":"CLEAR_MOT_HUN.m <span style='color:#111;'> 4.42KB </span>","children":null,"spread":false},{"title":"acfModify.m <span style='color:#111;'> 4.17KB </span>","children":null,"spread":false},{"title":"convertTXTToStruct.m <span style='color:#111;'> 3.90KB </span>","children":null,"spread":false},{"title":"evalDetections.m <span style='color:#111;'> 3.80KB </span>","children":null,"spread":false},{"title":"detectPeople.m <span style='color:#111;'> 3.40KB </span>","children":null,"spread":false},{"title":"acfDetect.m <span style='color:#111;'> 3.38KB </span>","children":null,"spread":false},{"title":"convertMatToStruct.m <span style='color:#111;'> 3.27KB </span>","children":null,"spread":false},{"title":"IDmeasures.m <span style='color:#111;'> 3.25KB </span>","children":null,"spread":false},{"title":"acfDemoInria.m <span style='color:#111;'> 2.88KB </span>","children":null,"spread":false},{"title":"evaluateDetection.m <span style='color:#111;'> 2.84KB </span>","children":null,"spread":false},{"title":"costFunction.m <span style='color:#111;'> 2.64KB </span>","children":null,"spread":false},{"title":"acfDemoCal.m <span style='color:#111;'> 2.56KB </span>","children":null,"spread":false},{"title":"acfTest.m <span style='color:#111;'> 2.47KB </span>","children":null,"spread":false},{"title":"calib_towncentre.m <span style='color:#111;'> 2.26KB </span>","children":null,"spread":false},{"title":"imageToWorld.m <span style='color:#111;'> 2.20KB </span>","children":null,"spread":false},{"title":"evaluateBenchmark.m <span style='color:#111;'> 2.00KB </span>","children":null,"spread":false},{"title":"undistortedToDistortedSensorCoord.m <span style='color:#111;'> 1.92KB </span>","children":null,"spread":false},{"title":"printMetrics.m <span style='color:#111;'> 1.91KB </span>","children":null,"spread":false},{"title":"printMetricsExt.m <span style='color:#111;'> 1.82KB </span>","children":null,"spread":false},{"title":"Contents.m <span style='color:#111;'> 1.56KB </span>","children":null,"spread":false},{"title":"printMetricsDet.m <span style='color:#111;'> 1.45KB </span>","children":null,"spread":false},{"title":"getRotTrans.m <span style='color:#111;'> 1.03KB </span>","children":null,"spread":false},{"title":"worldToImage.m <span style='color:#111;'> 989B </span>","children":null,"spread":false},{"title":"getSeqInfoFromFile.m <span style='color:#111;'> 699B </span>","children":null,"spread":false},{"title":"evaluateMultiCam.m <span style='color:#111;'> 685B </span>","children":null,"spread":false},{"title":"getROIs.m <span style='color:#111;'> 659B </span>","children":null,"spread":false},{"title":"boxIntersect.m <span style='color:#111;'> 571B </span>","children":null,"spread":false},{"title":"parseSequences2.m <span style='color:#111;'> 492B </span>","children":null,"spread":false},{"title":"distortedToUndistortedImageCoord.m <span style='color:#111;'> 472B </span>","children":null,"spread":false},{"title":"undistortedToDistortedImageCoord.m <span style='color:#111;'> 471B </span>","children":null,"spread":false},{"title":"boxUnion.m <span style='color:#111;'> 456B </span>","children":null,"spread":false},{"title":"boxiou.m <span style='color:#111;'> 367B </span>","children":null,"spread":false},{"title":"getClassLabels.m <span style='color:#111;'> 360B </span>","children":null,"spread":false},{"title":"writeDets.m <span style='color:#111;'> 338B </span>","children":null,"spread":false},{"title":"distortedToUndistortedSensorCoord.m <span style='color:#111;'> 256B </span>","children":null,"spread":false},{"title":"getDistance.m <span style='color:#111;'> 210B </span>","children":null,"spread":false},{"title":"classIDToString.m <span style='color:#111;'> 195B </span>","children":null,"spread":false},{"title":"cleanRequired.m <span style='color:#111;'> 161B </span>","children":null,"spread":false},{"title":"getImgExt.m <span style='color:#111;'> 120B </span>","children":null,"spread":false},{"title":"eval_demo.m <span style='color:#111;'> 114B </span>","children":null,"spread":false},{"title":"classStringToID.m <span style='color:#111;'> 31B </span>","children":null,"spread":false},{"title":"AcfInriaDetector.mat <span style='color:#111;'> 127.17KB </span>","children":null,"spread":false},{"title":"AcfCaltechDetector.mat <span style='color:#111;'> 125.33KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 7.26KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 3.52KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 1.60KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 1.08KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 409B </span>","children":null,"spread":false},{"title":"acfDetect1.mexa64 <span style='color:#111;'> 11.57KB </span>","children":null,"spread":false},{"title":"acfDetect1.mexa64 <span style='color:#111;'> 11.57KB </span>","children":null,"spread":false},{"title":"acfDetect1.mexw64 <span style='color:#111;'> 12.50KB </span>","children":null,"spread":false},{"title":"img_grid_visualize.png <span style='color:#111;'> 2.11MB </span>","children":null,"spread":false},{"title":"map_grid_visualize.png <span style='color:#111;'> 542.06KB </span>","children":null,"spread":false},{"title":"AcfCaltechRoc.png <span style='color:#111;'> 19.59KB </span>","children":null,"spread":false},{"title":"AcfInriaRoc.png <span style='color:#111;'> 18.27KB </span>","children":null,"spread":false},{"title":"resnet.py <span style='color:#111;'> 13.30KB </span>","children":null,"spread":false},{"title":"trainer.py <span style='color:#111;'> 12.73KB </span>","children":null,"spread":false},{"title":"frameDataset.py <span style='color:#111;'> 9.65KB </span>","children":null,"spread":false},{"title":"main.py <span style='color:#111;'> 7.15KB </span>","children":null,"spread":false},{"title":"image_proj_variant.py <span style='color:#111;'> 6.90KB </span>","children":null,"spread":false},{"title":"Wildtrack.py <span style='color:#111;'> 6.49KB </span>","children":null,"spread":false},{"title":"persp_trans_detector.py <span style='color:#111;'> 6.45KB </span>","children":null,"spread":false},{"title":"res_proj_variant.py <span style='color:#111;'> 6.35KB </span>","children":null,"spread":false},{"title":"no_joint_conv_variant.py <span style='color:#111;'> 6.32KB </span>","children":null,"spread":false},{"title":"MultiviewX.py <span style='color:#111;'> 6.29KB </span>","children":null,"spread":false},{"title":"evaluateDetection.py <span style='color:#111;'> 4.11KB </span>","children":null,"spread":false},{"title":"video_visualize.py <span style='color:#111;'> 3.89KB </span>","children":null,"spread":false},{"title":"CLEAR_MOD_HUN.py <span style='color:#111;'> 3.71KB </span>","children":null,"spread":false},{"title":"evaluate.py <span style='color:#111;'> 2.00KB </span>","children":null,"spread":false},{"title":"nms.py <span style='color:#111;'> 1.64KB </span>","children":null,"spread":false},{"title":"grid_visualize.py <span style='color:#111;'> 1.28KB </span>","children":null,"spread":false},{"title":"draw_curve.py <span style='color:#111;'> 917B </span>","children":null,"spread":false},{"title":"image_utils.py <span style='color:#111;'> 871B </span>","children":null,"spread":false},{"title":"projection.py <span style='color:#111;'> 818B </span>","children":null,"spread":false},{"title":"logger.py <span style='color:#111;'> 808B </span>","children":null,"spread":false},{"title":"gaussian_mse.py <span style='color:#111;'> 586B </span>","children":null,"spread":false},{"title":"meters.py <span style='color:#111;'> 456B </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
- Nand_Flash详述(绝对经典)
- 平衡车matlab.zip
- 基于JAVA的旅游网站源码
- 历届全国GIS应用等级考试（一级）试题及答案
- 元胞自动机交通流模型代码（matlab代码）
- 基于matlab聚类分析代码及实例
- ELM极限学习机 Matlab代码
- 知乎答题王2.2.2开源码真实可用
- 矢量控制中死区补偿的仿真研究
- hypermesh帮助文档(中文)
- 酒店管理系统（毕设示例）
- ec2108 home
- rongyunDemo.zip
- rman-xttconvert_2.0.zip
- gobby：Gobby协作编辑器-源码
- npmhub：:magnifying_glass_tilted_right:一个浏览器扩展，用于探索GitHub存储库上的npm依赖项-源码
- exe文件阅读器
- ArcEngine9.3+All无限期.ecp
- python 2.7-64位_numpy+mkl
- PAFA资料大全
- 三级网络技术VIP题库
- SourceInsight_3.5 中文汉化【可调字体大小】
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