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chore: html tables instead of markdown (#14)
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@ghaiszaher
ghaiszaher authored Nov 18, 2024
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Expand Up @@ -57,26 +57,114 @@ As previous pre-trained models are no longer compatible with newer Keras/Tensorf
Each of the following models was trained in Google Colab using the same dataset, the parameters for building the models and number of trained epochs are a bit different:
<div align="center">

| Model | Trained Epochs | Config |
|-------------------------------------------------------------------------------------------------------------|----------------|-------------------------------------------------------------------------------------|
| [2020-06 (legacy)](https://drive.google.com/drive/folders/1QKsiaGkMFvtGcp072IG57MfY1o_D-L3k?usp=sharing) | 145 | `use_transmission_map=False`<br>`use_gauss_filter=False`<br>`use_resize_conv=False` |
| [2024-11-17-rev1-000](https://drive.google.com/drive/folders/1--W53NNrVxS5pvrf8jDKCRmg4h4vD5lx?usp=sharing) | 522 | `use_transmission_map=False`<br>`use_gauss_filter=False`<br>`use_resize_conv=False` |
| [2024-11-17-rev2-110](https://drive.google.com/drive/folders/1rQ7jmsv63uv6v45IVZmZ8w9CVktqJAfn?usp=sharing) | 100 | `use_transmission_map=True`<br>`use_gauss_filter=True`<br>`use_resize_conv=False` |
| [2024-11-17-rev3-111](https://drive.google.com/drive/folders/1-0-z7KTMXTrwwUdeJtkUOBCWkwD6behO?usp=sharing) | 103 | `use_transmission_map=True`<br>`use_gauss_filter=True`<br>`use_resize_conv=True` |
| [2024-11-17-rev4-001](https://drive.google.com/drive/folders/1hDxJtU0agbnPO2XrrPo26RQJKOePa6WX?usp=sharing) | 39 | `use_transmission_map=False`<br>`use_gauss_filter=False`<br>`use_resize_conv=True` |

<table>
<thead>
<tr>
<th>Model</th>
<th>Trained Epochs</th>
<th>Config</th>
</tr>
</thead>
<tbody>
<tr>
<td><a href="https://drive.google.com/drive/folders/1QKsiaGkMFvtGcp072IG57MfY1o_D-L3k?usp=sharing">2020-06 (legacy)</a></td>
<td>145</td>
<td>
use_transmission_map=False<br>
use_gauss_filter=False<br>
use_resize_conv=False
</td>
</tr>
<tr>
<td><a href="https://drive.google.com/drive/folders/1--W53NNrVxS5pvrf8jDKCRmg4h4vD5lx?usp=sharing">2024-11-17-rev1-000</a></td>
<td>522</td>
<td>
use_transmission_map=False<br>
use_gauss_filter=False<br>
use_resize_conv=False
</td>
</tr>
<tr>
<td><a href="https://drive.google.com/drive/folders/1rQ7jmsv63uv6v45IVZmZ8w9CVktqJAfn?usp=sharing">2024-11-17-rev2-110</a></td>
<td>100</td>
<td>
use_transmission_map=True<br>
use_gauss_filter=True<br>
use_resize_conv=False
</td>
</tr>
<tr>
<td><a href="https://drive.google.com/drive/folders/1-0-z7KTMXTrwwUdeJtkUOBCWkwD6behO?usp=sharing">2024-11-17-rev3-111</a></td>
<td>103</td>
<td>
use_transmission_map=True<br>
use_gauss_filter=True<br>
use_resize_conv=True
</td>
</tr>
<tr>
<td><a href="https://drive.google.com/drive/folders/1hDxJtU0agbnPO2XrrPo26RQJKOePa6WX?usp=sharing">2024-11-17-rev4-001</a></td>
<td>39</td>
<td>
use_transmission_map=False<br>
use_gauss_filter=False<br>
use_resize_conv=True
</td>
</tr>
</tbody>
</table>
</div>

### Results
The results of the new models are similar to the previous ones, here are some samples:
<div align="center">

| Clear | 2024-11-17-rev1-000 | 2024-11-17-rev2-110 | 2024-11-17-rev3-111 | 2024-11-17-rev4-001 |
|---------------------------------------------------------|------------------------------------------------------------|------------------------------------------------------------|------------------------------------------------------------|------------------------------------------------------------|
| <img src="images/results/2024-11-17/clear/sample1.jpg"> | <img src="images/results/2024-11-17/rev1-000/sample1.gif"> | <img src="images/results/2024-11-17/rev2-110/sample1.gif"> | <img src="images/results/2024-11-17/rev3-111/sample1.gif"> | <img src="images/results/2024-11-17/rev4-001/sample1.gif"> |
| <img src="images/results/2024-11-17/clear/sample2.jpg"> | <img src="images/results/2024-11-17/rev1-000/sample2.gif"> | <img src="images/results/2024-11-17/rev2-110/sample2.gif"> | <img src="images/results/2024-11-17/rev3-111/sample2.gif"> | <img src="images/results/2024-11-17/rev4-001/sample2.gif"> |
| <img src="images/results/2024-11-17/clear/sample3.jpg"> | <img src="images/results/2024-11-17/rev1-000/sample3.gif"> | <img src="images/results/2024-11-17/rev2-110/sample3.gif"> | <img src="images/results/2024-11-17/rev3-111/sample3.gif"> | <img src="images/results/2024-11-17/rev4-001/sample3.gif"> |
| <img src="images/results/2024-11-17/clear/sample4.jpg"> | <img src="images/results/2024-11-17/rev1-000/sample4.gif"> | <img src="images/results/2024-11-17/rev2-110/sample4.gif"> | <img src="images/results/2024-11-17/rev3-111/sample4.gif"> | <img src="images/results/2024-11-17/rev4-001/sample4.gif"> |
| <img src="images/results/2024-11-17/clear/sample5.jpg"> | <img src="images/results/2024-11-17/rev1-000/sample5.gif"> | <img src="images/results/2024-11-17/rev2-110/sample5.gif"> | <img src="images/results/2024-11-17/rev3-111/sample5.gif"> | <img src="images/results/2024-11-17/rev4-001/sample5.gif"> |

<table>
<thead>
<tr>
<th>Clear</th>
<th>2024-11-17-rev1-000</th>
<th>2024-11-17-rev2-110</th>
<th>2024-11-17-rev3-111</th>
<th>2024-11-17-rev4-001</th>
</tr>
</thead>
<tbody>
<tr>
<td><img src="images/results/2024-11-17/clear/sample1.jpg"></td>
<td><img src="images/results/2024-11-17/rev1-000/sample1.gif"></td>
<td><img src="images/results/2024-11-17/rev2-110/sample1.gif"></td>
<td><img src="images/results/2024-11-17/rev3-111/sample1.gif"></td>
<td><img src="images/results/2024-11-17/rev4-001/sample1.gif"></td>
</tr>
<tr>
<td><img src="images/results/2024-11-17/clear/sample2.jpg"></td>
<td><img src="images/results/2024-11-17/rev1-000/sample2.gif"></td>
<td><img src="images/results/2024-11-17/rev2-110/sample2.gif"></td>
<td><img src="images/results/2024-11-17/rev3-111/sample2.gif"></td>
<td><img src="images/results/2024-11-17/rev4-001/sample2.gif"></td>
</tr>
<tr>
<td><img src="images/results/2024-11-17/clear/sample3.jpg"></td>
<td><img src="images/results/2024-11-17/rev1-000/sample3.gif"></td>
<td><img src="images/results/2024-11-17/rev2-110/sample3.gif"></td>
<td><img src="images/results/2024-11-17/rev3-111/sample3.gif"></td>
<td><img src="images/results/2024-11-17/rev4-001/sample3.gif"></td>
</tr>
<tr>
<td><img src="images/results/2024-11-17/clear/sample4.jpg"></td>
<td><img src="images/results/2024-11-17/rev1-000/sample4.gif"></td>
<td><img src="images/results/2024-11-17/rev2-110/sample4.gif"></td>
<td><img src="images/results/2024-11-17/rev3-111/sample4.gif"></td>
<td><img src="images/results/2024-11-17/rev4-001/sample4.gif"></td>
</tr>
<tr>
<td><img src="images/results/2024-11-17/clear/sample5.jpg"></td>
<td><img src="images/results/2024-11-17/rev1-000/sample5.gif"></td>
<td><img src="images/results/2024-11-17/rev2-110/sample5.gif"></td>
<td><img src="images/results/2024-11-17/rev3-111/sample5.gif"></td>
<td><img src="images/results/2024-11-17/rev4-001/sample5.gif"></td>
</tr>
</tbody>
</table>
</div>

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