awesome-generative-models

A collection of awesome generative model papers, frameworks, libraries, software and resources for text, image, video, animation, code generation
https://github.com/Franceshe/awesome-generative-models

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Code generation: ML algorithm + Static Analysis
- Tabnine: Autocompletion with deep learning
Image Style Transfer
- About
- Visual Novel using ML Style transfer
- BigGAN models
- opensource version
NLP: Text-Sentiment-Analysis:
- DeepMoji:a sentiment analysis model - to-speech tool for generating voices of various characters.**
- DeepMoji:a sentiment analysis model - to-speech tool for generating voices of various characters.**
Image Captioning
- Tensorflow core: Image captioning with visual attention
Text-to-Animation
- Generating Animations from Screenplays
- Generating Animations from Screenplays
Design
- FILM MAKING:
  - Algorithm Driven Design
Reference:
- FILM MAKING:
  - Kite's new AI model
Text Generation/NLP
- Other
- Text Corpus/dataset
  - Sci-fi-Script
  - Detroit-Becoming-Human
- Question Generation:
  - Question Generation: generate multiple choice answers from text
Computer Vision application in gaming
- Map generation
Audio and music generation/processing
- Project:
- Music-Video Synthesis
Video Synthesis and Generation:
- Music-Video Synthesis
ProceduralGenerationForGaming
- Map generation
  - AI-Powered Procedural Fantasy Map Generator
Animation
- Map generation
Paper with code
- Map generation
  - Paper with code
Resources on related course:
- Map generation
Cloud computing set up
- Map generation
  - AWS
  - Google colab
Full Stack Deep Learning tools in data processing pipeline:
- Map generation
  - medium
  - cortex: Deploy machine learning models in production possibly without docker and kubernetes
Resources for dev tool:
- Map generation
MEET mind-linked people in forum:
- Map generation
  - reddit-MediaSynthesis
Application:
- Generating voices of various characters: Ideally podcast and gaming etc:
  - 15.ai
- FILM MAKING:
  - Show case: dialogue tree
  - LATE-SHIFT
Code to GUI: algorithm to user interface:
- Screenshoot to Code
- pix2code: Generating Code from a Graphical User Interface Screenshot
Image Synthesis
- SPADE by NVlabs: Synthesizing photorealistic images given an input semantic layout
- code
Text-to-Image:
- github
Audio Systhesis
- Music-Video Synthesis
  - real-time-voice-clone
  - nvidia's taco2 pytorch implementation
Text-to-Video:
- Imagine This! Scripts to Compositions to Videos

Programming Languages

Python 9 C++ 2 Jupyter Notebook 2 JavaScript 2 HTML 2 Go 1 C# 1 Shell 1

Categories

Audio and music generation/processing 47 Text Generation/NLP 10 Video Synthesis and Generation: 7 Animation 6 Resources on related course: 5 Computer Vision application in gaming 5 Image Style Transfer 4 Application: 3 Resources for dev tool: 3 NLP: Text-Sentiment-Analysis: 2 Text-to-Animation 2 Code to GUI: algorithm to user interface: 2 Cloud computing set up 2 Image Synthesis 2 Full Stack Deep Learning tools in data processing pipeline: 2 Audio Systhesis 2 Image Captioning 1 Design 1 Code generation: ML algorithm + Static Analysis 1 Text-to-Video: 1 ProceduralGenerationForGaming 1 Text-to-Image: 1 Paper with code 1 MEET mind-linked people in forum: 1 Reference: 1

Sub Categories

Music-Video Synthesis 37 Map generation 26 Project: 19 Other 7 FILM MAKING: 4 Text Corpus/dataset 2 Question Generation: 1 Generating voices of various characters: Ideally podcast and gaming etc: 1

Keywords

deep-learning 5 python 3 machine-learning 3 pytorch 2 tts 2 tensorflow 2 nlp 2 text-generation 2 dataset 1 quickdraw-dataset 1 ai 1 cosine-similarity 1 naive-bayes 1 question-generation 1 question-generator 1 questions-and-answers 1 quiz 1 graphical-user-interface 1 front-end-development 1 deep-neural-networks 1 datasets 1 seq2seq 1 lstm 1 keras 1 jupyter-notebook 1 jupyter 1 floydhub 1 encoder-decoder 1 cnn-keras 1 cnn 1 infrastructure 1 vocals 1 pretrained-models 1 model 1 drums 1 deezer 1 bass 1 audio-processing 1 unity 1 node 1 imgui 1 editor 1 voice-cloning 1 text-to-speech 1 tacotron 1 forwardtacotron 1 axelspringerai 1 transformer 1 gpt-2 1 chinese 1