登录
首页 » python » Pytorch implementation of Generative Adversarial Networks

Pytorch implementation of Generative Adversarial Networks

于 2022-03-21 发布 文件大小:17.66 MB
0 131
下载积分: 2 下载次数: 2

代码说明:

# pytorch-MNIST-CelebA-GAN-DCGAN Pytorch implementation of Generative Adversarial Networks (GAN) [1] and Deep Convolutional Generative Adversarial Networks (DCGAN) [2] for MNIST [3] and CelebA [4] datasets. * If you want to train using cropped CelebA dataset, you have to change isCrop = False to isCrop = True. * you can download   - MNIST dataset: http://yann.lecun.com/exdb/mnist/   - CelebA dataset: http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html * pytorch_CelebA_DCGAN.py requires 64 x 64 size image, so you have to resize CelebA dataset (celebA_data_preprocess.py). * pytorch_CelebA_DCGAN.py added learning rate decay code. ## Implementation details * GAN ![GAN](pytorch_GAN.png) * DCGAN ![Loss](pytorch_DCGAN.png) ## Resutls ### MNIST

下载说明:请别用迅雷下载,失败请重下,重下不扣分!

发表评论

0 个回复

  • Kalman-master
    kalman filtering for design based on bayesian model
    2019-04-18 18:07:05下载
    积分:1
  • pyqt5-Qchart例程三种折线图样式
    python语言制作的折线图软件,pyqt绘制窗口界面,窗口大小可调节,Qchart绘制多折线图,折线图自动适应窗口大小,同一窗口内并排三种折线图样式,方便对比学习,代码带注释
    2022-04-06 15:47:48下载
    积分:1
  • Hero_Era_Pro2
    python 游戏源码 python 游戏源码 python 游戏源码 python 游戏源码 python 游戏源码 python 游戏源码(Source code Source code Source code Source code)
    2019-05-15 08:36:37下载
    积分:1
  • pbc
    说明:  周期性边界条件,边界条件,周期性,周期性边界条件;(periodic boundary condition)
    2020-12-29 09:59:01下载
    积分:1
  • Nao-golf(指令盒)
    nao机器人打高尔夫,指令盒版实现nao机器人识别小球和打击动作(nao robot play golf(behavior boxes version))
    2018-09-03 08:55:11下载
    积分:1
  • WGS84坐标转换
    WGS84坐标系下坐标转换,大地坐标与空间直角坐标相互转换
    2022-12-09 11:55:03下载
    积分:1
  • 卷积神经网络
    说明:  利用Python实现卷积神经网络,适合初学者借鉴,参考。(Using Python to realize convolution neural network is suitable for beginners to learn and refer to.)
    2020-06-15 22:45:01下载
    积分:1
  • Python-Stepwise-Regression-master
    用python实现的逐步回归算法,希望对大家有用(Step-by-step regression algorithm implemented in python, I hope to be useful to everyone)
    2020-07-30 15:08:40下载
    积分:1
  • 南瓜书PumpkinBook
    说明:  这本书是一本机器学习经典书籍西瓜书的参考书,对其中的公式做了详细的推导。(This book is a machine learning classic book watermelon book reference book, which made a detailed derivation of the formula.)
    2020-12-10 21:36:14下载
    积分:1
  • 芬兰交通数据集
    说明:  使用多层神经网络对芬兰交通流进行预测。程序包括数据清洗、pandas数据可视化、keras建模、预测结果可视化。数据格式为:点ID,年,天数,小时,分钟,秒,百分之一秒,长度(m),车道,方向,车辆类别,速度(km/h),有缺陷的(0-错误观察,1=错误观察),总时间(技术),间隔(技术),排队(技术)。共16列数据(A multi-layer neural network is used to predict traffic flow in Finland. The program includes data cleaning, pandas data visualization, keras modeling and prediction result visualization. The data format is: point ID, year, days, hours, minutes, seconds, hundredths of a second, length (m), lane, direction, vehicle category, speed (km / h), defective (0-error observation, 1 = wrong observation), total time (Technology), interval (Technology), queuing (Technology). A total of 16 columns of data)
    2020-12-01 11:03:27下载
    积分:1
  • 696516资源总数
  • 106783会员总数
  • 25今日下载