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CITATION.cff

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+cff-version: 1.2.0
+message: "If you find this work useful for your research, please consider citing it."
+preferred-citation:
+  type: article
+  authors:
+  - family-names: "Ghosh"
+    given-names: "Shreya"
+  - family-names: "Cai"
+    given-names: "Zhixi"
+  - family-names: "Gupta"
+    given-names: "Parul"
+  - family-names: "Sharma"
+    given-names: "Garima"
+  - family-names: "Dhall"
+    given-names: "Abhinav"
+  - family-names: "Hayat"
+    given-names: "Munawar"
+  - family-names: "Gedeon"
+    given-names: "Tom"
+  journal: "arXiv preprint arXiv:2305.05255"
+  title: "Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit"
+  year: 2023

LICENSE.txt

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README.md

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----
-license: apache-2.0
----
+# Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit
+
+<div align="center">
+    <img src="assets/emolysis.webp">
+    <p></p>
+</div>
+
+<div align="center">
+    <a href="https://github.com/ControlNet/emolysis/issues">
+        <img src="https://img.shields.io/github/issues/ControlNet/emolysis?style=flat-square">
+    </a>
+    <a href="https://github.com/ControlNet/emolysis/network/members">
+        <img src="https://img.shields.io/github/forks/ControlNet/emolysis?style=flat-square">
+    </a>
+    <a href="https://github.com/ControlNet/emolysis/stargazers">
+        <img src="https://img.shields.io/github/stars/ControlNet/emolysis?style=flat-square">
+    </a>
+    <a href="https://github.com/ControlNet/emolysis/blob/master/LICENSE">
+        <img src="https://img.shields.io/github/license/ControlNet/emolysis?style=flat-square">
+    </a>
+    <a href="https://arxiv.org/abs/2305.05255">
+        <img src="https://img.shields.io/badge/arXiv-2305.05255-b31b1b.svg?style=flat-square">
+    </a>
+</div>
+
+<div align="center">
+    <a href="https://github.com/ControlNet/emolysis/actions"><img src="https://img.shields.io/github/actions/workflow/status/ControlNet/emolysis/server-test.yaml?branch=master&label=test&style=flat-square"></a>
+    <a href="https://github.com/ControlNet/emolysis/actions"><img src="https://img.shields.io/github/actions/workflow/status/ControlNet/emolysis/build.yaml?branch=master&label=build&style=flat-square"></a>
+</div>
+
+This repo is official repository for the paper [Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit](https://arxiv.org/abs/2305.05255).
+
+## Get Started
+
+We provided a static demo review for you to try. Please visit [https://emolysis.controlnet.space/local/1](https://emolysis.controlnet.space/local/1).
+
+If you want to analyze your own video, please follow the instructions below to deploy the server.
+
+## Deploy the Server
+
+### From Docker (x86 with CUDA)
+
+Requires:
+- Docker
+- nvidia-docker
+
+Run the server.
+```bash
+docker run --runtime nvidia -p <PORT>:8000 [-v <CACHE_DIR_FOR_MODELS>:/app/checkpoints] --name emolysis controlnet/emolysis
+```
+
+Then, you can access the app at `http://127.0.0.1:<PORT>`.
+
+### From Source
+
+Requires:
+- Conda
+- Node.js
+
+Install dependencies.
+```bash
+npm install
+npm run build
+cd service
+bash -i build_env.sh  # use `build_env.mac.sh` for arm-based mac
+conda activate emolysis
+cd ..
+```
+
+Run the server.
+```bash
+python service/main.py --port <PORT>
+```
+
+Then, you can access the app at `http://127.0.0.1:<PORT>`.
+
+## References
+
+If you find this work useful for your research, please consider citing it.
+```bibtex
+@article{ghosh2023emolysis,
+  title = {Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit},
+  action = {Ghosh, Shreya and Cai, Zhixi and Gupta, Parul and Sharma, Garima and Dhall, Abhinav and Hayat, Munawar and Gedeon, Tom},
+  journal = {arXiv preprint arXiv:2305.05255},
+  year = {2023},
+}
+```

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