AI-Showcase-List

DataScienceAI Models List
本文包含了一些基于人工智能、机器学习、深度学习等技术，实现的有趣的模型、应用、案例。
​2019-metaflow #Project#: Build and manage real-life data science projects with ease.
​2022-paper2gui #Project#: Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术
自然语言
​2021-500 + 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗟𝗶𝘀𝘁 𝘄𝗶𝘁𝗵 𝗰𝗼𝗱𝗲 #Project#: 500 AI Machine learning Deep learning Computer vision NLP Projects with code
对话系统
视觉与图像
​2018-One Pixel Attack #Project#: Keras reimplementation of "One pixel attack for fooling deep neural networks" using differential evolution on cifar10.
​person-blocker #Project#: Automatically "block" people in images (like Black Mirror) using a pretrained neural network.
​cartoonify #Project#: Draw This is a polaroid camera that draws cartoons.
​2017-Fully convolutional watermark removal attack #Project#: Fully convolutional deep neural network to remove transparent overlays from images.
​im2markup #Project#: A general-purpose, deep learning-based system to decompile an image into presentational markup.
​2018-vid2vid #Project#: Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.
​2018-DeOldify #Project#: A Deep Learning based project for colorizing and restoring old images
​avatarify #Project#: Avatars for Zoom, Skype and other video-conferencing apps.
​first-order-model #Project#: This repository contains the source code for the paper First Order Motion Model for Image Animation
​2019-DeepFaceLab #Project#: DeepFaceLab is the leading software for creating deepfakes.
图片处理
​CLIP: Connecting Text and Images, natural-language-image-search.
​Background Matting #Project#: The World is Your Green Screen.
​image-background-remove-tool #Project#: 🥧 A tool for removing background from photos with neural networks 🥧。
​Real-ESRGAN #Project#: Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
人像处理
​2018-FastPhotoStyle #Project#: This code repository contains an implementation of our fast photorealistic style transfer algorithm.
​DeepFaceLab #Project#: DeepFaceLab is the leading software for creating deepfakes.
Generative Design & Art
​2020-3D Generative Design #Project#: Tyler Habowski Insight AI Project | Session AI.SV.2020A. Generative Adversarial Networks and Autoencoders for 3D Shapes​
​Pifuhd #Project#: High-Resolution 3D Human Digitization from A Single Image.
​ArtLine #Project#: A Deep Learning based project for creating line art portraits.
​StyleFlow #Project#: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows
​EG3D #Project#: Efficient Geometry-aware 3D Generative Adversarial Networks.
量化交易
​2019-TensorTrade #Project#: An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
RNN
​char-rnn #Project#: Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Others
​2017-用深度学习对对联 #Project#: This is a project use seq2seq model to play couplets (对对联)。This project is written with Tensorflow. You can try the demo at https://ai.binwang.me/couplet.
Game | 游戏
​OpenAI Gym: OpenAI Gym is a toolkit for developing and comparing reinforcement learning algorithms. This is the gym open-source library, which gives you access to a standardized set of environments.
​Using Keras and Deep Q-Network to Play FlappyBird​
Chess | 象棋
​2018-Minigo #Project#: A minimalist Go engine modeled after AlphaGo Zero, built on MuGo.
​2018-How to build your own AlphaZero AI using Python and Keras: Teach a machine to learn Connect4 strategy through self-play and deep learning.
Development | 开发辅助
​pix2code #Project#: pix2code: Generating Code from a Graphical User Interface Screenshot.
​SketchCode #Project#: Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
​Guess.js #Project#: Libraries and tools for enabling data-driven user-experiences on the web.
​Screenshot-to-code-in-Keras #Project#: A neural network that transforms a screenshot into a static website.
​How you can train an AI to convert your design mockups into HTML and CSS​
​2018-Doodle Master #Project#: The Doodle Master seeks to turn your UI mockups into real code. Currently this repository just serves to demonstrate a Proof Of Concept of Artificially Intelligent Design Tools.
​A simple neural network for python autocompletion: This a toy project we started to see how well a simple LSTM model can autocomplete python code.

Engineering

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DataScienceAI Models List

Generative Design & Art