Commit
β’
6e3fd26
1
Parent(s):
6be1573
Summary
Browse files- app.py +2 -25
- app/authors.py +34 -0
app.py
CHANGED
@@ -11,6 +11,7 @@ import gradio as gr
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# Importing necessary components for the Gradio app
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from app.description import DESCRIPTION
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from app.app_utils import preprocess_and_predict
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@@ -21,30 +22,6 @@ def clear():
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gr.Label(value=None, num_top_classes=3, scale=1, elem_classes="dl3"),
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)
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md = """
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App developers: ``Elena Ryumina`` and ``Dmitry Ryumin``
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Methodology developers: ``Elena Ryumina``, ``Denis Dresvyanskiy`` and ``Alexey Karpov``
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Model developer: ``Elena Ryumina``
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TensorFlow to PyTorch model converter: ``Maxim Markitantov`` and ``Elena Ryumina``
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Citation
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If you are using EMO-AffectNetModel in your research, please consider to cite research [paper](https://www.sciencedirect.com/science/article/pii/S0925231222012656). Here is an example of BibTeX entry:
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<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>,
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<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>,
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<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>,
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<span class="pl-s">journal</span> = <span class="pl-s"><span class="pl-pds">{</span>Neurocomputing<span class="pl-pds">}</span></span>,
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<span class="pl-s">year</span> = <span class="pl-s"><span class="pl-pds">{</span>2022<span class="pl-pds">}</span></span>,
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<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>,
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<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>,
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}</div>
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"""
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with gr.Blocks(css="app.css") as demo:
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with gr.Tab("App"):
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gr.Markdown(value=DESCRIPTION)
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@@ -74,7 +51,7 @@ with gr.Blocks(css="app.css") as demo:
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[input_image],
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with gr.Tab("Authors"):
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gr.Markdown(value=
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submit.click(
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fn=preprocess_and_predict,
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# Importing necessary components for the Gradio app
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from app.description import DESCRIPTION
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from app.authors import AUTHORS
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from app.app_utils import preprocess_and_predict
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gr.Label(value=None, num_top_classes=3, scale=1, elem_classes="dl3"),
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)
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with gr.Blocks(css="app.css") as demo:
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with gr.Tab("App"):
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gr.Markdown(value=DESCRIPTION)
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[input_image],
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)
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with gr.Tab("Authors"):
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gr.Markdown(value=AUTHORS)
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submit.click(
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fn=preprocess_and_predict,
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app/authors.py
ADDED
@@ -0,0 +1,34 @@
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"""
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File: authors.py
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Author: Elena Ryumina and Dmitry Ryumin
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Description: About the authors.
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License: MIT License
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"""
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AUTHORS = """
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Authors: [Elena Ryumina](https://github.com/ElenaRyumina), [Dmitry Ryumin](https://github.com/DmitryRyumin), [Denis Dresvyanskiy](https://www.uni-ulm.de/en/nt/staff/research-assistants/dresvyanskiy/), [Maxim Markitantov](https://hci.nw.ru/en/employees/10) and [Alexey Karpov](https://hci.nw.ru/en/employees/1)
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Authorship contribution:
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App developers: ``Elena Ryumina`` and ``Dmitry Ryumin``
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Methodology developers: ``Elena Ryumina``, ``Denis Dresvyanskiy`` and ``Alexey Karpov``
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Model developer: ``Elena Ryumina``
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TensorFlow to PyTorch model converters: ``Maxim Markitantov`` and ``Elena Ryumina``
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Citation
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If you are using EMO-AffectNetModel in your research, please consider to cite research [paper](https://www.sciencedirect.com/science/article/pii/S0925231222012656). Here is an example of BibTeX entry:
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<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>,
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<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>,
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<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>,
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<span class="pl-s">journal</span> = <span class="pl-s"><span class="pl-pds">{</span>Neurocomputing<span class="pl-pds">}</span></span>,
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<span class="pl-s">year</span> = <span class="pl-s"><span class="pl-pds">{</span>2022<span class="pl-pds">}</span></span>,
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<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>,
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<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>,
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}</div>
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"""
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