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6 changes: 3 additions & 3 deletions IQM_Vis/examples/README.md
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<!-- ## Minimal Example of API
Example of minimum working example of the UI found [here](simple.py)
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/pics/ui-simple.png?raw=true "Simple UI")
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/dev_resources/pics/ui-simple.png?raw=true "Simple UI")
## Datasets
Scroll through datasets with an example [here](dataset.py)
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/pics/ui-dataset.png?raw=true "Dataset UI")
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/dev_resources/pics/ui-dataset.png?raw=true "Dataset UI")
## Additional items
Add more entries to the dictionaries to include extra items examples found [here](multiple.py)
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/pics/ui-multi.png?raw=true "Multi UI") -->
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/dev_resources/pics/ui-multi.png?raw=true "Multi UI") -->
8 changes: 4 additions & 4 deletions IQM_Vis/readme.md
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```

<!-- # UI Example
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/pics/UI-all.png?raw=true "Dataset UI") -->
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/dev_resources/pics/UI-all.png?raw=true "Dataset UI") -->
<!--
## UI Examples (section needs pictures updating)
Simple UI with single image and image metric
```
import IQM_Vis
IQM_Vis.examples.simple.run()
```
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/pics/ui-simple.png?raw=true "Simple UI")
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/dev_resources/pics/ui-simple.png?raw=true "Simple UI")
### Extensions
Link to a dataset so you can scroll through and assess many images
```
import IQM_Vis
IQM_Vis.examples.dataset.run()
```
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/pics/ui-dataset.png?raw=true "Dataset UI")
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/dev_resources/pics/ui-dataset.png?raw=true "Dataset UI")
Extend with multiple image rows to compare multiple images at once.
```
import IQM_Vis
IQM_Vis.examples.multiple.run()
```
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/pics/ui-multi.png?raw=true "Multi UI")
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/dev_resources/pics/ui-multi.png?raw=true "Multi UI")
-->

# Quick testing with our web version
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6 changes: 3 additions & 3 deletions README.md
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Head over to the [DOCUMENTATION](https://mattclifford1.github.io/IQM-Vis/) for tutorials and package reference. Read our [PAPER](https://github.com/mattclifford1/IQM-Vis/blob/main/docs/resources/Software_paper.pdf) for in depth details of the software.

### IQM's average sensitivity to tranforms
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/pics/data_graphs.gif?raw=true "Dataset UI")
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/dev_resources/pics/data_graphs.gif?raw=true "Dataset UI")

### IQM's sensitivity to tranforms specific parameters
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/pics/params.gif?raw=true "Dataset UI")
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/dev_resources/pics/params.gif?raw=true "Dataset UI")

### IQM's correlation to human scores
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/pics/correlation.gif?raw=true "Dataset UI")
![Alt text](https://github.com/mattclifford1/IQM-Vis/blob/main/dev_resources/pics/correlation.gif?raw=true "Dataset UI")


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2 changes: 1 addition & 1 deletion docs/_build/html/.buildinfo
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
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tags: 645f666f9bcd5a90fca523b33c5a78b7
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33 changes: 18 additions & 15 deletions docs/_build/html/IQM_Vis.data_handlers.html
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<!DOCTYPE html>
<html class="writer-html5" lang="en" >
<head>
<meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
<meta charset="utf-8" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />

<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>IQM_Vis.data_handlers package &mdash; IQM-Vis 0.2 documentation</title>
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<![endif]-->

<script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
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<script src="_static/js/theme.js"></script>
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<nav data-toggle="wy-nav-shift" class="wy-nav-side">
<div class="wy-side-scroll">
<div class="wy-side-nav-search" >
<a href="index.html" class="icon icon-home"> IQM-Vis



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IQM-Vis
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<div class="rst-content">
<div role="navigation" aria-label="Page navigation">
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<li><a href="index.html" class="icon icon-home"></a></li>
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<div itemprop="articleBody">

<section id="iqm-vis-data-handlers-package">
<h1>IQM_Vis.data_handlers package<a class="headerlink" href="#iqm-vis-data-handlers-package" title="Permalink to this headline"></a></h1>
<h1>IQM_Vis.data_handlers package<a class="headerlink" href="#iqm-vis-data-handlers-package" title="Permalink to this heading"></a></h1>
<section id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline"></a></h2>
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this heading"></a></h2>
</section>
<section id="module-IQM_Vis.data_handlers.data_api">
<span id="iqm-vis-data-handlers-data-api-module"></span><h2>IQM_Vis.data_handlers.data_api module<a class="headerlink" href="#module-IQM_Vis.data_handlers.data_api" title="Permalink to this headline"></a></h2>
<span id="iqm-vis-data-handlers-data-api-module"></span><h2>IQM_Vis.data_handlers.data_api module<a class="headerlink" href="#module-IQM_Vis.data_handlers.data_api" title="Permalink to this heading"></a></h2>
<p>generic image and metric data class constructor
both use the same image for reference and transformed</p>
<dl class="py class">
Expand All @@ -115,11 +118,11 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
<dl class="py class">
<dt class="sig sig-object py" id="IQM_Vis.data_handlers.data_api.dataset_holder">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">IQM_Vis.data_handlers.data_api.</span></span><span class="sig-name descname"><span class="pre">dataset_holder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">image_list:</span> <span class="pre">list</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">metrics:</span> <span class="pre">dict</span> <span class="pre">=</span> <span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">metric_images:</span> <span class="pre">dict</span> <span class="pre">=</span> <span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">image_loader=&lt;function</span> <span class="pre">load_image&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">image_pre_processing=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">image_post_processing=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">image_list_to_transform=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">human_exp_csv=None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/IQM_Vis/data_handlers/data_api.html#dataset_holder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#IQM_Vis.data_handlers.data_api.dataset_holder" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="#IQM_Vis.data_handlers.data_api_abstract.base_dataset_loader" title="IQM_Vis.data_handlers.data_api_abstract.base_dataset_loader"><code class="xref py py-class docutils literal notranslate"><span class="pre">IQM_Vis.data_handlers.data_api_abstract.base_dataset_loader</span></code></a></p>
<dd><p>Bases: <a class="reference internal" href="#IQM_Vis.data_handlers.data_api_abstract.base_dataset_loader" title="IQM_Vis.data_handlers.data_api_abstract.base_dataset_loader"><code class="xref py py-class docutils literal notranslate"><span class="pre">base_dataset_loader</span></code></a></p>
<p>Stores images and metrics to communicate with the UI via the IQM-Vis data
API.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>image_list</strong> (<em>list</em>) – list of image file paths</p></li>
<li><p><strong>metrics</strong> (<em>dict</em>) – dictionary with keys of the metric names and values
Expand Down Expand Up @@ -213,12 +216,12 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this

</section>
<section id="module-IQM_Vis.data_handlers.data_api_abstract">
<span id="iqm-vis-data-handlers-data-api-abstract-module"></span><h2>IQM_Vis.data_handlers.data_api_abstract module<a class="headerlink" href="#module-IQM_Vis.data_handlers.data_api_abstract" title="Permalink to this headline"></a></h2>
<span id="iqm-vis-data-handlers-data-api-abstract-module"></span><h2>IQM_Vis.data_handlers.data_api_abstract module<a class="headerlink" href="#module-IQM_Vis.data_handlers.data_api_abstract" title="Permalink to this heading"></a></h2>
<p>blueprint for data loader API</p>
<dl class="py class">
<dt class="sig sig-object py" id="IQM_Vis.data_handlers.data_api_abstract.base_dataloader">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">IQM_Vis.data_handlers.data_api_abstract.</span></span><span class="sig-name descname"><span class="pre">base_dataloader</span></span><a class="reference internal" href="_modules/IQM_Vis/data_handlers/data_api_abstract.html#base_dataloader"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#IQM_Vis.data_handlers.data_api_abstract.base_dataloader" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">abc.ABC</span></code></p>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
<dl class="py method">
<dt class="sig sig-object py" id="IQM_Vis.data_handlers.data_api_abstract.base_dataloader.get_image_to_transform">
<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_image_to_transform</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/IQM_Vis/data_handlers/data_api_abstract.html#base_dataloader.get_image_to_transform"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#IQM_Vis.data_handlers.data_api_abstract.base_dataloader.get_image_to_transform" title="Permalink to this definition"></a></dt>
Expand Down Expand Up @@ -264,7 +267,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
<dl class="py class">
<dt class="sig sig-object py" id="IQM_Vis.data_handlers.data_api_abstract.base_dataset_loader">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">IQM_Vis.data_handlers.data_api_abstract.</span></span><span class="sig-name descname"><span class="pre">base_dataset_loader</span></span><a class="reference internal" href="_modules/IQM_Vis/data_handlers/data_api_abstract.html#base_dataset_loader"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#IQM_Vis.data_handlers.data_api_abstract.base_dataset_loader" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="#IQM_Vis.data_handlers.data_api_abstract.base_dataloader" title="IQM_Vis.data_handlers.data_api_abstract.base_dataloader"><code class="xref py py-class docutils literal notranslate"><span class="pre">IQM_Vis.data_handlers.data_api_abstract.base_dataloader</span></code></a></p>
<dd><p>Bases: <a class="reference internal" href="#IQM_Vis.data_handlers.data_api_abstract.base_dataloader" title="IQM_Vis.data_handlers.data_api_abstract.base_dataloader"><code class="xref py py-class docutils literal notranslate"><span class="pre">base_dataloader</span></code></a></p>
<dl class="py method">
<dt class="sig sig-object py" id="IQM_Vis.data_handlers.data_api_abstract.base_dataset_loader.get_reference_image_by_index">
<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_reference_image_by_index</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">index</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/IQM_Vis/data_handlers/data_api_abstract.html#base_dataset_loader.get_reference_image_by_index"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#IQM_Vis.data_handlers.data_api_abstract.base_dataset_loader.get_reference_image_by_index" title="Permalink to this definition"></a></dt>
Expand All @@ -274,7 +277,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this

</section>
<section id="module-IQM_Vis.data_handlers">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-IQM_Vis.data_handlers" title="Permalink to this headline"></a></h2>
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-IQM_Vis.data_handlers" title="Permalink to this heading"></a></h2>
</section>
</section>

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