TF2.0-Keras 炼丹记录 基于TF2.0和Keras开源框架搭建一些常见的模型,创建此记录集合,希望能帮助一些入门DL的小白学习Keras框架,理解模型结构和原理。 下面是实现的各种模型,持续更新中... MLP 地址:https://github.com/djsaber/Keras-MLP CNN - SimpleCNN 地址:https://github.com/djsaber/Keras-CNN - UNet 地址:https://github.com/djsaber/Keras-UNet RNN - SimpleRNN 地址:https://github.com/djsaber/Keras-Simple_RNN - LSTM 地址:https://github.com/djsaber/Keras-LSTM - GRU 地址:https://github.com/djsaber/Keras-GRU GNN - GCN 地址:https://github.com/djsaber/Keras-GCN - GAT 地址:https://github.com/djsaber/Keras-GAT - GraphSAGE 地址:https://github.com/djsaber/Keras-GraphSAGE GAN - SimpleGAN 地址:https://github.com/djsaber/Keras-SimpleGAN - DCGAN 地址:https://github.com/djsaber/Keras-DCGAN Difusion Model - DDPM 地址:https://github.com/djsaber/Keras-DDPM - DDIM - StableDiffusion 地址:https://github.com/djsaber/Keras-StableDiffusion Transformer - SimpleTransformer 地址:https://github.com/djsaber/Keras-Transformer - VisionTransformer 地址:https://github.com/djsaber/Keras-ViT YOLO - YOLO-V1 - YOLO-V2 - YOLO-V3 - YOLO-V4 - YOLO-V5 经典网络架构 - VGG-16 - ZF-Net - Alex-Net - LeNet - Google-Net - ResNet - DenseNet-50 下面是数据集,个人搜集自互联网,侵删。 CV 计算机视觉 - mnist 链接:https://pan.baidu.com/s/1H_tKQmVwg1_rr7E_pclpDw?pwd=52dl 提取码:52dl - fashion-mnist 链接:https://pan.baidu.com/s/1iBNmixiuORjpHjDSFephcg?pwd=52dl 提取码:52dl - cat_vs_dog 链接:https://pan.baidu.com/s/1bcXBZy43KgUMlsqdjfjB5g?pwd=52dl 提取码:52dl - flower_photos 链接:https://pan.baidu.com/s/1yobCV9j9m2la12YTId1TJg?pwd=52dl 提取码:52dl - Medical_Datasets 链接:https://pan.baidu.com/s/1El3IXK4-ycQVCaXBYurVsA?pwd=52dl 提取码:52dl - anime-faces 链接:https://pan.baidu.com/s/1IlqGfVOSXoVlFAC9zOxNfQ?pwd=52dl 提取码:52dl - VOC2007 链接:https://pan.baidu.com/s/1zRbTtM4KaE5aUVc0Jg3jsA?pwd=52dl 提取码:52dl - cifar10 链接:https://pan.baidu.com/s/1Yz-e52j81bzjtzx8zye_4g?pwd=52dl 提取码:52dl NLP 自然语言处理 - IMDB 链接:https://pan.baidu.com/s/18nX-2mqJzYU8XKQ5cfhxvw?pwd=52dl 提取码:52dl - NMT 链接:https://pan.baidu.com/s/1452fb6yaCr83Zjp0Qnwvvg?pwd=52dl 提取码:52dl - VATEX - WMT19 链接:https://pan.baidu.com/s/1tcBhb74XdcRJi0anWp2JnQ?pwd=52dl 提取码:52dl - AI Challenger Translation 2017 链接:https://pan.baidu.com/s/1j3EBzNyHP9lGDzOapHAtSQ?pwd=52dl 提取码:52dl Graph 图数据集 - cora 链接:https://pan.baidu.com/s/1u7v3oJcTvnFWAhHdSLHwtA?pwd=52dl 提取码:52dl - citeseer 链接:https://pan.baidu.com/s/11n2AQCVSV6OevSkUhYWcNg?pwd=52dl 提取码:52dl - pubmed 链接:https://pan.baidu.com/s/1dYCfeAzLkzO5egWucN6eeQ?pwd=52dl 提取码:52dl