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eglrp's Projects

-fcn-voc2012- icon -fcn-voc2012-

本项目旨在实现语义分割中的强力算法--FCN算法。基于深度学习MXNet框架,在VOC2012数据集(20类,200000张图片)的test image上产生一个像素级别的分割,给出每一个像素属于哪一类,包括"背景"类。基于Resnet18来创建FCN,得到0.9255的语义分割准确率。

-ssd- icon -ssd-

本项目我们将实现用SSD算法来进行物体检测,检测野生皮卡丘。在1000张不同的包含"皮卡丘"和背景的图片中,检测"皮卡丘",并生成边框。

01-mscnav icon 01-mscnav

Multi-Sensor Combined Navigation Program(GPS, IMU, Odo,Vision and so on)

2016ccf_bdci_sougou icon 2016ccf_bdci_sougou

【源码以及PPT分享】2016CCF大数据与计算智能大赛:精准营销中搜狗用户画像挖掘

2018aicity_teamuw icon 2018aicity_teamuw

Source code of the winning method in Track 1 and Track 3 at the AI City Challenge Workshop in CVPR 2018.

3d-mapping icon 3d-mapping

3D mapping using a 2D laser scanner and IMU-aided visual SLAM

3d-mininet icon 3d-mininet

Official Implementation in Pytorch and Tensorflow of 3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation

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