A curated list of awesome generative model frameworks, libraries, software and resources for media production
inspired by awesome-python
- Screenshoot to Code
- pix2code: Generating Code from a Graphical User Interface Screenshot
- Bred Victor: Machine learning in Engineering inference from enviroment
- Tabnine: Autocompletion with deep learning
- Kite: Algorithm assisted coder completion
- Insignt: Standard code completion tools often still use alphabetical sorting, while Kite uses ML algorithms to infer what a developer is likely trying to do
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Artbreeder based on BigGAN models opensource version BigGAN models About
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A cool artistic project: ... DGSpitzer(Eddie Hu) a indie game maker Use Artbreeder based on BigGAN models, StyleGAN-Artm Realistic-Neural_Talking_Head_Modelsm First-Order_Modelsm DAIN and Topaz Lab for some great work on digital video repair, which colorize black and while video.
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A cool project: Visual Novel using ML Style transfer
- DeepMoji:a sentiment analysis model This model also used in 15.ai, a text-to-speech tool for generating voices of various characters.
- OpenAI 1.5 billion params GPT-2 release
- AIDungeon
- ctrl-gce: CTRL text-generating model on Google Compute Engine with just a few console commands., why google compute engine: The CTRL model is so large (12 GB on disk, 15.5 GB GPU VRAM when loaded, even more system RAM during runtime) that it will currently not fit into a free Colaboratory or Kaggle Notebook.
- Writing with the machine scifi corpus txt dataset Could be useful for gpt2 model fine tune
- GPT2-Chinese-wuxiao-novel
- GPT-2 Chinese
- [Hugging face Transformer]-Pytorch hub
- Sci-fi-Script
- Detroit-Becoming-Human Could be source to analyze dialogue tree and decision tree structure.
- Talking like your favorite character: Text-To-Speech audio generation related research:
- Tacotron2
- ForwardTacotron: Tacotron2 without attention
- Voice clone: Real-Time-Voice-Cloning
- Spleeter: sound track seperation sound seperation is under domain of music information retrival.
- Ambient Generative Music by Alex Bainter Although this project is not generated by algorithm, gives much inspiration in the field of music generation. Medium code *NeuralFunk: Sound design with ML
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pix2pix-tensorflow: poweed interative rendereed Virtual world code update: pretrained model added more about colab
- Using this technique we can colorize black and white photos, convert google maps to google earth, etc.
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CRAFT, which generates cartoons based on text descritpionsa A very creative work involved text to video generation from allen nlp by researcher Project page Video
- deep learning for character animation and control
- DeepMimic: Motion imitation with deep reinforcement learning
- MPI Reduce and Allreduce Very useful tutorial to illustrate the concept of MPT. CHECK CODE
- Also check on Tensorflow-core
- Distributed Traning strategy
- E-Sports Talent Scouting Based on Multimodal Twitch Stream Data data acquisition and modeling code Chat Log Twich Stream
- UIUC CS598RK: HCI for ML
- coursera: Sequence Models
- Full Stack Deep Learning
- fast.ai
- UIUC: ECE420 Video processing lab
- GPU free resource:Setting Up a Google Cloud Instance GPU for fast.ai for Free
- Lumen: Video syth software
- Dialogue tree based node editor for unity and example demo
- [Pytorch hub]https://pytorch.org/hub/research-models
- Tensorflow hub
- Black Mirror: Bandersnatch Show case: dialogue tree
- LATE-SHIFT
- For details about how to represent animation architecture from software perspective and in math. Check Chapter11-Animation System of Game Engine Architecture,2nd edition by Jason Gregory
- Kite's new AI model