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基于tensorflow2的多种模型定点化方式
Copyright 2020 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-06-02 00:30:16 · 2298 阅读 · 0 评论 -
基于tensorflow2的模型定点化（mnist数据集）
Copyright 2020 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-06-02 00:22:20 · 1356 阅读 · 0 评论 -
基于tensorflow2的模型裁剪
Copyright 2020 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-06-02 00:10:41 · 1672 阅读 · 0 评论 -
基于tensorflow2的模型裁剪（mnist的size和accuracy测试）
Copyright 2020 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-06-01 23:51:14 · 727 阅读 · 0 评论 -
基于tensorflow2的VAE（mnist的生成）
Copyright 2018 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-06-01 23:18:49 · 1125 阅读 · 1 评论 -
基于tensorflow2的adversarial_fgsm（狗分类器攻击）
Copyright 2019 The TensorFlow Authors.Licensed under the Apache License, Version 2.0 (the “License”);#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obta原创 2020-06-01 22:08:30 · 724 阅读 · 0 评论 -
j基于tensorflow2的cyclegan（马和斑马的图片生成）
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-06-01 21:58:41 · 1471 阅读 · 1 评论 -
基于tensorflow2的pix2pix图像生成（建筑物还原，U-net，gan）
Copyright 2019 The TensorFlow Authors.Licensed under the Apache License, Version 2.0 (the “License”);#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obta原创 2020-06-01 18:45:29 · 2486 阅读 · 2 评论 -
基于tensorflow2的deepdream
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-31 19:50:44 · 694 阅读 · 0 评论 -
基于tensorflow2的Neural style transfer
Copyright 2018 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-31 18:38:03 · 505 阅读 · 0 评论 -
ubuntu16.04下tensorflow2-gpu安装
常规操作：先装驱动，再装cuda，然后装cudnn，最后装tensorflow2常见问题：1 想用teamviewer远程，出现不能连接的问题。排查问题原因未知，直接两边重装teamviewer解决。2 teamviewer延迟高，用vnc替代，图像不清晰，换桌面，图像清晰，但是界面不如gnome友好，放弃远程gui。3 装nvidia驱动，没有先退出桌面，没有关闭现有桌面驱动，直接安装，重启后图形界面一直重复登录，转命令行自动在passwd加回车导致无法本地登录。最后通过putt.原创 2020-05-29 00:17:20 · 479 阅读 · 0 评论 -
基于tensorflow2的seq2seq英语西班牙语翻译
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-26 11:04:02 · 1163 阅读 · 2 评论 -
基于tensorflow2的seq2seq英语葡萄牙语翻译
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-26 11:00:22 · 1280 阅读 · 1 评论 -
基于tensorflow2的正负样本不均匀处理方法对信用卡诈骗数据进行分类
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-26 10:56:46 · 4487 阅读 · 0 评论 -
基于tensorflow2复用InceptionV3作为编码器利用GRU的RNN+Attention作为解码器在MS-COCO数据集上进行图片描述（Image Caption）
Copyright 2018 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-24 15:05:17 · 1934 阅读 · 0 评论 -
基于tensorflow2的LSTM进行莎士比亚诗集生成
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-21 01:32:13 · 1614 阅读 · 0 评论 -
tensorflow2构建RNN（LSTM）实现imdb的情感分析
Copyright 2018 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-21 01:31:37 · 1141 阅读 · 0 评论 -
tensorflow2构建imdb的word_embeddings并保存然后情感分析
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-20 11:37:20 · 917 阅读 · 0 评论 -
tensorflow2实现FasterRCNN+InceptionResNet V2的目标检测（复用mobilenet V2的已训练参数,如果使用ssd+mobilenet V2可以快一百倍）
Copyright 2018 The TensorFlow Hub Authors.Licensed under the Apache License, Version 2.0 (the “License”);# Copyright 2018 The TensorFlow Hub Authors. All Rights Reserved.## Licensed under the Apache License, Version 2.0 (the "License");# you may not u原创 2020-05-19 23:34:22 · 2014 阅读 · 0 评论 -
tensorflow2迁移学习（迁移学习及后续调优中进而训练前面冻结的复用模型中的参数，cat-dog数据集）
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-19 23:11:17 · 3719 阅读 · 0 评论 -
tensorflow2的U-net图像分割(降采样复用MobileNet2，宠物图片分割)
Copyright 2019 The TensorFlow Authors.Licensed under the Apache License, Version 2.0 (the “License”);#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obta原创 2020-05-19 22:59:55 · 1946 阅读 · 1 评论 -
tensorflow2迁移学习(基于tensorflow_hub的模型库，MobileNet2复用和除最后一层复用再训练，flower数据集)
Copyright 2018 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-19 17:37:19 · 2365 阅读 · 0 评论 -
tensorflow2中数据扩充在cat_dog数据集上的CNN的过拟合改善
Copyright 2018 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-19 17:05:21 · 1499 阅读 · 0 评论 -
tensorflow2的cnn在cifar10上的分类
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-19 16:56:01 · 854 阅读 · 0 评论 -
tensorflow2自动调参（在fashion_mnist数据集上利用keras_tuner自动进行网格搜索优化网络结构）
Copyright 2020 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-19 16:07:19 · 1379 阅读 · 2 评论 -
tensorflow2模型的导入导出（基于mnist数据，部分及整体保存，不同保存格式）
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-19 15:38:22 · 4111 阅读 · 1 评论 -
基于tensorflow2的过拟合处理（希格玻色子与背景的判别，大数据读取，提前终止与drop-out与正则化对过拟合的作用对比）
Copyright 2018 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-19 12:22:38 · 1465 阅读 · 0 评论 -
基于tensorflow的回归分析（摩托车价格预测）
Copyright 2018 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-18 23:00:24 · 841 阅读 · 0 评论 -
基于tensorflow2的 IMDB情感分析
Copyright 2018 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-18 21:15:49 · 1482 阅读 · 0 评论 -
基于tensorflow2的 IMDB情感分析（迁移学习Embeded Vector）
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-18 19:52:46 · 1038 阅读 · 0 评论 -
基于tensorflow2的DCGAN在mnist数据上的生成实验
Copyright 2019 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-17 16:24:26 · 1446 阅读 · 1 评论 -
多个版本的tensorflow-gpu安装
1 安装显卡驱动2 安装cuda3 安装cudnn4 创建虚拟环境，安装tensorflow-gpu（即可下载后本地安装，也可直接pip安装）完成安装后根据需要修改环境变量中cuda_path,然后激活不同版本的tensorflow虚拟环境注意事项：1 不需要安装显卡也能成功是因为window自带显卡驱动，但是该驱动比较旧，所以对于老版本的tensorflow和cuda也许可以，但是新版本的可能不行，建议更新nvidia官方最新驱动2 如果tensorflow2在import的时原创 2020-05-17 12:31:07 · 477 阅读 · 1 评论 -
基于tensorflow的 Fashion MNIST分类
Copyright 2018 The TensorFlow Authors.#@title Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## https://www.apache.org/licenses/原创 2020-05-16 02:37:02 · 444 阅读 · 0 评论 -
tensorflow分布式运行
# Copyright 2016 The TensorFlow Authors. All Rights Reserved.## Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## http://w.原创 2020-05-13 00:17:21 · 364 阅读 · 0 评论 -
tensorflow多GPU（同步模式）
#%%# Copyright 2016 The TensorFlow Authors. All Rights Reserved.## Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## http.原创 2020-05-12 23:27:53 · 730 阅读 · 0 评论 -
tensorflow多GPU运行
#%%# Copyright 2016 The TensorFlow Authors. All Rights Reserved.## Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## http.原创 2020-05-12 20:21:48 · 384 阅读 · 0 评论 -
tensorflow中tensorboard在mnist数据上的使用
#%%# Copyright 2016 The TensorFlow Authors. All Rights Reserved.## Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at## http.原创 2020-05-12 20:02:41 · 185 阅读 · 1 评论 -
基于tensorflow的value network实现grid world控制
基于tensorflow的value network实现grid world控制#%%# Copyright 2015 The TensorFlow Authors. All Rights Reserved.## Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may.原创 2020-05-12 18:59:18 · 313 阅读 · 0 评论 -
基于tensorflow的policy network实现cart-pole控制
基于tensorflow的policy network实现cart-pole分类#%%# Copyright 2016 The TensorFlow Authors. All Rights Reserved.## Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may ob原创 2020-05-12 17:20:57 · 437 阅读 · 0 评论 -
基于tensorflow的Bidirectional LSTM实现MNIST分类
基于tensorflow的Bidirectional LSTM实现MNIST分类#%%# Copyright 2015 The TensorFlow Authors. All Rights Reserved.## Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may ob原创 2020-05-12 16:47:22 · 313 阅读 · 0 评论