Update

README.md

@@ -3,4 +3,37 @@ license: mit
 metrics:
 - recall
 pipeline_tag: video-classification
----
+---
+
+# Static and dynamic facial emotion recognition using the Emo-AffectNet model
+
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/in-search-of-a-robust-facial-expressions/facial-expression-recognition-on-affectnet)](https://paperswithcode.com/paper/in-search-of-a-robust-facial-expressions)
+
+<p align="center">
+    <img width="32%" src="https://github.com/ElenaRyumina/EMO-AffectNetModel/blob/main/gif/test_04_AffWild2.gif?raw=true" alt="test_4_AffWild2"/>
+    <img  width="32%" src="https://github.com/ElenaRyumina/EMO-AffectNetModel/blob/main/gif/test_02_AffWild2.gif?raw=true" alt="test_2_AffWild2"/>
+    <img  width="32%" src="https://github.com/ElenaRyumina/EMO-AffectNetModel/blob/main/gif/test_03_AffWild2.gif?raw=true" alt="test_3_AffWild2"/>
+</p>
+
+This is Emo-AffectNet model for facial emotion recognition by videos / images. 
+
+To see the emotion detected by webcam, you should run ``rub_webcam``. Webcam result:
+
+<p align="center">
+    <img width="50%" src="https://github.com/ElenaRyumina/EMO-AffectNetModel/blob/main/gif/result_2.gif?raw=true" alt="result"/>
+</p>
+
+For more information see [GitHub](https://github.com/ElenaRyumina/EMO-AffectNetModel).
+
+### Citation
+
+If you are using EMO-AffectNet model in your research, please consider to cite research [paper](https://www.sciencedirect.com/science/article/pii/S0925231222012656). Here is an example of BibTeX entry:
+
+<div class="highlight highlight-text-bibtex notranslate position-relative overflow-auto" dir="auto"><pre><span class="pl-k">@article</span>{<span class="pl-en">RYUMINA2022</span>,
+  <span class="pl-s">title</span>        = <span class="pl-s"><span class="pl-pds">{</span>In Search of a Robust Facial Expressions Recognition Model: A Large-Scale Visual Cross-Corpus Study<span class="pl-pds">}</span></span>,
+  <span class="pl-s">author</span>       = <span class="pl-s"><span class="pl-pds">{</span>Elena Ryumina and Denis Dresvyanskiy and Alexey Karpov<span class="pl-pds">}</span></span>,
+  <span class="pl-s">journal</span>      = <span class="pl-s"><span class="pl-pds">{</span>Neurocomputing<span class="pl-pds">}</span></span>,
+  <span class="pl-s">year</span>         = <span class="pl-s"><span class="pl-pds">{</span>2022<span class="pl-pds">}</span></span>,
+  <span class="pl-s">doi</span>          = <span class="pl-s"><span class="pl-pds">{</span>10.1016/j.neucom.2022.10.013<span class="pl-pds">}</span></span>,
+  <span class="pl-s">url</span>          = <span class="pl-s"><span class="pl-pds">{</span>https://www.sciencedirect.com/science/article/pii/S0925231222012656<span class="pl-pds">}</span></span>,
+}</div>