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Yantao XI's Projects

data_preprocessing icon data_preprocessing

常见的数据预处理,包括数据加载、缺失值&异常值处理、描述性变量转换为数值型、训练测试集划分、数据规范化

datavisualization icon datavisualization

Visualization tool for exploring remote sensing data and view processing results

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-sort-mask-rcnn icon deep-sort-mask-rcnn

采用 Mask R-CNN 算法模型进行目标检测,使用 Deep SORT 目标跟踪算法运动轨迹。

deeplabforrs icon deeplabforrs

Automatic Mapping of Thermokarst Landforms from Remote Sensing Images Using Deep Learning: A Case Study in the Northeastern Tibetan Plateau

deeplearn-python icon deeplearn-python

tensorflow关于目标检测的实现 包括maskrcnn; keras二分类,多分类实例以及两种不同的车牌识别,人脸识别,GAN

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为17个章节,20多万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

deepresearch icon deepresearch

This repository is the collection of research papers in Deep learning, computer vision and NLP.

deepwatermap icon deepwatermap

a deep model that segments water on multispectral images

delaunay_triangulation icon delaunay_triangulation

My own implementation of a Delaunay triangulation and Voronoi partition in Python applied to images.

dem_processing icon dem_processing

A set of python/gdal codes for topographic analysis of digital elevation model data.

dir2docx icon dir2docx

Python script to generate docx file with contents of directory structure

dl_for_rsis icon dl_for_rsis

Deep Leaning (DL) for remote sensing image (RSI) classification.

dl_tutorial_rs icon dl_tutorial_rs

Introduction to convolutional neural networks (CNNs) with a remote sensing example.

dnn-rs icon dnn-rs

Deep Neural Networks with Remote Sensing Data

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