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zhangfan98's Projects

biometric-fingerprint-classification icon biometric-fingerprint-classification

Built fingerprint classifier by developing a own RBF kernel based support vector machine. Developed SVM in order to make a multi-class prediction model and obtained accuracy of 90% in Python.

deeplearning icon deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

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18个章节,50余万字。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

haze icon haze

Python实现经典图像去雾算法

image-dehazing icon image-dehazing

Implementation of "Fast Image Dehazing Using Dark Channel Prior"

mobilenet-v2 icon mobilenet-v2

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

weather-in-australia--classification-and-visualization icon weather-in-australia--classification-and-visualization

The notebook break down a problem of classification based on a weather in australia's data set. The idea of this work is to show different aproaches in how to visualize a data set, besides the idea is to develop different kind of Machine Learning Algorithms as Random Forest, SVM and Neural Networks.

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