Implementation of Small Projects using TensorFlow.js

• 基于tensorflow.js的Demo集合
• Instruction page
• Check this tutorial on TensorFlow.js

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计算机视觉

手写汉字识别

• 【2019-09-22】【CNN在线识别手写中文Demo】cnn_handwritten_chinese_recognition

Texter 字形识别

Recognition of latex symbols check demo

Sketcher 你画我猜

• Recognition of sketch drawings check demo

OCR

• TensorFlow 2.0 中文手写字识别（汉字OCR）
• ChineseOCR

pix2pix 灵魂画手

• 只需简单够花轮廓，系统就自动填充为看似合理的图像
• Fast image-to-image check demo

fast-style

• 图像风格迁移，深度学习之风格迁移简介
  • 

fast style

• Fast style transfer check demo

风格化案例

• 【2019-07-19】图像风格迁移示例

<iframe src="https://reiinakano.github.io/arbitrary-image-stylization-tfjs" scrolling="yes" border="0" frameborder="no" framespacing="0" allowfullscreen="true" width='800' height='600'> </iframe>

Real Time style transfer 实时风格迁移

Real Time style transfer check demo

Real Time Face Segmentation 实时人脸分割

• Real Time Face Segmentation check demo

Real Time Face recunstruction 实时人脸重构

• Face recunstuction demo

Real-Time-Person-Removal

• 实时隐身不留痕项目作者：Jason Mayes
• Real-Time-Person-Removal
• Demo 地址

基于tensorflow.js的实时检测Demo

• 参考：In-browser real-time object detection with TensorFlow.js and React

DeepFace

• 【2019-09-06】在 Colab 里训练 DeepFaceLab 换脸, DeepFaceLab adapted to using with Google Colab' by chervonij，类似ZAO

Poser 眼球跟踪

• Track an object using your eyes check demo

Racer 眼动游戏

• 通过眼球运动控制游戏
• Control a racing car using your eye movement check demo

石头剪刀布

• 【2019-08-08】
• Github, Demo

自拍照→卡通

【2019-08-18】【用自拍照生成动漫头像】’Selfie To Anime - Website front-end of selfie2anime.com' by Rico A. Beti GitHub

Demo代码库

• Python第三方模块tesserocr安装
• 【2019-08-22】MANNA AI代码库，MANNA AI社区
• 【2019-09-06】Maël Fabien收集的项目Demo

NLP基础

• 【2019-10-14】清华整理的预训练语言模型汇总

序列标注

• 【2019-09-22】Poplar, A web-based annotation tool for natural language processing (NLP) needs, inspired by brat rapid annotation tool. Poplar demo

Sentiment Classification 情感分类

• Given a movie review classify it as positive or negative check demo

ChatBot

• 【2019-09-06】ChatLearner

智能改写

• Smart Compose，Google文章介绍

  • Smart Compose: Using Neural Networks to Help Write Emails
  • How to Use Smart Compose in Gmail

• OpenAI Demo

• 其它demo, predictable

• 【2019-09-06】基于transformer的自动补全Demo, Write With Transformer,提供多种领域的补全功能

• Smart Reply
  • Save time with Smart Reply in Gmail
  • Efficient Natural Language Response Suggestion for Smart Reply-pdf, code, PyTorch-Transformers

• 【2019-11-14】基于GPT-2的段落生成talktotransformer

阅读理解

• 【2019-12-12】A Gentle Introduction to Text Summarization in Machine Learning

无人驾驶

车道线检测 Lane detection

• Sota code

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