base on Unofficial Implementation of Animate Anyone by Novita AI # Animate Anyone [](https://novita.ai) ## Overview This repository currently provides the unofficial pre-trained weights and inference code of [Animate Anyone](https://humanaigc.github.io/animate-anyone). It is inspired by the implementation of the [MooreThreads/Moore-AnimateAnyone](https://github.com/MooreThreads/Moore-AnimateAnyone) repository and we made some adjustments to the training process and datasets. ## Samples <table class="center"> <tr><td><video controls autoplay loop src="https://github.com/novitalabs/AnimateAnyone/assets/4327933/49d9c98c-a3bb-4cfc-b1ce-c0e85731e7f8">Demo 1</video></td></tr> <tr><td><video controls autoplay loop src="https://github.com/novitalabs/AnimateAnyone/assets/4327933/cd58d1e8-95d8-46e2-8b34-ba004067c6c9">Demo 2</video></td></tr> <tr><td><video controls autoplay loop src="https://github.com/novitalabs/AnimateAnyone/assets/4327933/1f07f5e7-073e-4d02-872b-da63e2a97c1b">Demo 3</video></td></tr> <tr><td><video controls autoplay loop src="https://github.com/novitalabs/AnimateAnyone/assets/4327933/3e492adf-9d07-493d-b3c9-65db47713bf3">Demo 4</video></td></tr> </table> ## Quickstart ### Build Environtment We Recommend a python version `>=3.10` and cuda version `=11.7`. Then build environment as follows: ```shell # [Optional] Create a virtual env python -m venv .venv source .venv/bin/activate # Install with pip: pip install -r requirements.txt ``` ### Download weights **Automatically downloading**: You can run the following command to download weights automatically: ```shell python tools/download_weights.py ``` Weights will be placed under the `./pretrained_weights` direcotry. The whole downloading process may take a long time. ### Inference Here is the cli command for running inference scripts: ```shell python -m scripts.pose2vid --config ./configs/prompts/animation.yaml -W 512 -H 784 -L 64 ``` You can refer the format of `animation.yaml` to add your own reference images or pose videos. To convert the raw video into a pose video (keypoint sequence), you can run with the following command: ```shell python tools/vid2pose.py --video_path /path/to/your/video.mp4 ``` ## Or try it on Novita AI We've deployed this model on Novita AI, and you can try it out with Playground ➡️ https://novita.ai/playground#animate-anyone . ## Acknowledgements This project is based on [MooreThreads/Moore-AnimateAnyone](https://github.com/MooreThreads/Moore-AnimateAnyone) which is licensed under the Apache License 2.0. We thank to the authors of [Animate Anyone](https://humanaigc.github.io/animate-anyone) and [MooreThreads/Moore-AnimateAnyone](https://github.com/MooreThreads/Moore-AnimateAnyone), for their open research and exploration. ", Assign "at most 3 tags" to the expected json: {"id":"10531","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"