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Zheng Hua's Projects

algorithmssedgewick icon algorithmssedgewick

Code from the book "Algorithms" (4th ed.) by Robert Sedgewick and Kevin Wayne (original, and my solutions to exercises).

bazel icon bazel

a fast, scalable, multi-language and extensible build system

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

garbage_classify icon garbage_classify

最严垃圾分类政策自7月1日颁布,如何进行垃圾分类已经成为居民生活的灵魂拷问。但是,没关系!AI在垃圾分类的应用可以成为居民的得力助手。本次垃圾分类挑战杯,目的在于构建基于深度学习技术的图像分类模型,实现垃圾图片类别的精准识别,大赛参考深圳垃圾分类标准,按可回收物、厨余垃圾、有害垃圾和其他垃圾四项分类。

guli-mall icon guli-mall

尚硅谷-谷粒商城代码及文档https://www.yuque.com/zhangshuaiyin/guli-mall

imgaug icon imgaug

Image augmentation for machine learning experiments.

luna16 icon luna16

LUNA16 Lung Nodule Analysis - NWI-IMC037 Final Project

models icon models

Models and examples built with TensorFlow

paddledetection icon paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

pytorch-cifar100 icon pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch_classification icon pytorch_classification

利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码

pytorch_image_classification icon pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

sift-python icon sift-python

SIFT(scale invariant feature transform)尺度不变特征变换算法在python中的实现

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