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images for urban categories
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ciupava committed Jun 17, 2024
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theme: [default, style.scss] #solarized # custom.scss # simple # serif
footer: "These slides at [ciupava.github.io/talks/ml4eo24/slides.html](ciupava.github.io/talks/ml4eo24/slides.html)"
title-slide-attributes:
data-background-image: "../images/black_background5.jpg"
data-background-image: "../images/black_background6.png"
data-background-size: contain
data-background-opacity: "0.9"
date: "2024-06-24"
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<br/><br/>
![](../images/HOTlogo.png){.absolute top="330" left="30"} -->

## <i class='fa fa-map'></i> {background-image="../images/fair_why.png" background-size="1200px"}

## <i class='fa fa-map'></i>{background-image="../images/fair_webpage.png" background-size="1200px"}
<i class='fa fa-compass'></i> fAIr
<!-- ![](../images/fair_why.png) -->
<br/><br/><br/><br/><br/><br/>
<!-- ![](../images/fair_webpage.png) -->

<br/><br/><br/><br/>
<br/><br/><br/>

[https://fair-dev.hotosm.org/](https://fair-dev.hotosm.org/)

## <i class='fa fa-map'></i>{background-image="../images/fair_webpage.png" background-size="1400px"}
## <i class='fa fa-map'></i> {background-image="../images/fair_why.png" background-size="1200px"}
<i class='fa fa-compass'></i> fAIr
<!-- ![](../images/fair_webpage.png) -->

<!-- ![](../images/fair_why.png) -->
<br/><br/><br/><br/><br/><br/>
<br/><br/><br/>
<br/><br/><br/><br/>

[https://fair-dev.hotosm.org/](https://fair-dev.hotosm.org/)

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[2020 paper by Baheti et al.](https://rampml.global/ramp-model-card/)


## <i class='fa fa-map'></i>{background-image="../images/fair_sample1.png" background-size="1400px"}
## <i class='fa fa-map'></i>{background-image="../images/fair_sample1.png" background-size="1200px"}
<i class="fas fa-lightbulb"></i> Reason for research

## <i class='fa fa-map'></i>{background-image="../images/fair_sample1_pred.png" background-size="1400px"}
## <i class='fa fa-map'></i>{background-image="../images/fair_sample1_pred.png" background-size="1200px"}
<i class="fas fa-lightbulb"></i>

## <i class='fa fa-map'></i>{background-image="../images/fair_sample2.png" background-size="1400px" background-color="black"}
## <i class='fa fa-map'></i>{background-image="../images/fair_sample2.png" background-size="1200px" background-color="black"}
<i class="fas fa-lightbulb"></i>

## <i class='fa fa-map'></i>{background-image="../images/fair_sample2_pred.png" background-size="1400px" background-color="black"}
## <i class='fa fa-map'></i>{background-image="../images/fair_sample2_pred.png" background-size="1200px" background-color="black"}
<i class="fas fa-lightbulb"></i>

## <i class='fa fa-map'></i>{background-image="../images/fair_sample2_pred.png" background-size="1400px" background-color="black"}
## <i class='fa fa-map'></i>{background-image="../images/fair_sample2_pred.png" background-size="1200px" background-color="black"}
<i class="fas fa-lightbulb"></i>
<br/><br/><br/>

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::: -->

## <i class="fas fa-table"></i>{background-image="../images/oam2.png" background-size="1400px" background-color="black"}
## <i class="fas fa-table"></i>{background-image="../images/oam3.png" background-size="1100px" background-color="black"}
<i class="far fa-images"></i> RGB from OAM
<br/><br/><br/><br/><br/><br/>
<br/><br/><br/>
[Open Aerial Map](https://openaerialmap.org/)

## <i class="fas fa-table"></i>{background-image="../images/labels_fair.png" background-size="1400px" background-color="black"}
<i class="fas fa-home"></i> Binary masks
## <i class="fas fa-table"></i>{background-image="../images/labels_fair.png" background-size="1200px" background-color="black"}
<i class="fas fa-home"></i> Labels from OSM
<br/><br/><br/><br/><br/><br/>
<br/><br/><br/>
[OSM labels through fAIr website](https://fair-dev.hotosm.org/training-datasets)
[Preprocessing through fAIr website](https://fair-dev.hotosm.org/training-datasets)

## <i class="fas fa-search"></i>
<i class="fas fa-globe-africa"></i> Dataset

|[]() | |
|--------|--------|
| **Urban regions** | 25 |
| **Countries** | 21 |
| **Zoom levels** | 3 <br> (19, 20, 21) |
| **N. images** | (8400 <br> ~350 per region) |
|[]() | |

Description with a table
<!-- : {tbl-colwidths="[70,30]"} -->

## <i class="fas fa-search"></i>{background-image="../images/world_map_citieslocations.png"}
<i class="fas fa-map-marker-alt"></i> Locations
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## <i class="fas fa-search"></i>{background-image="../images/world_map_byurbantype.png"}
<i class="fas fa-list"></i> Categories

## <i class="fas fa-search"></i>{background-image="../images/density1.png" background-color="black"}
<i class='fa fa-th'></i> Dense



Montevideo dense

## <i class="fas fa-search"></i>{background-image="../images/density3.png"}
<i class='fa fa-th'></i> Sparse


Gornja Rijeka

## <i class="fas fa-search"></i>{background-image="../images/density2.png"}
<i class='fa fa-th'></i> Grid


Quincy

## <i class="fas fa-search"></i>{background-image="../images/cover1.png"}
<i class='fas fa-shapes'></i> Shingles

Silvania

## <i class="fas fa-search"></i>{background-image="../images/cover2.png" background-color="black"}
<i class='fas fa-shapes'></i> Metal

Ngandoure

## <i class="fas fa-search"></i>{background-image="../images/cover3.png"}
<i class='fas fa-shapes'></i> Cement

Melbourne

## <i class="fas fa-search"></i>{background-image="../images/cover4.png"}
<i class='fas fa-shapes'></i> Mixed

Kutu Palong

## <i class="fas fa-search"></i>{background-image="../images/urban1.png" background-color="black"}
<i class='fa fa-university'></i> Rural

Desa Kulaba

## <i class="fas fa-search"></i>{background-image="../images/urban2.png" background-color="black"}
<i class='fa fa-university'></i> Peri-urban

Ggaba

## <i class="fas fa-search"></i>{background-image="../images/urban4.png" background-color="black"}
<i class='fa fa-university'></i> Urban

Bogota

## <i class="fas fa-search"></i>{background-image="../images/urban3.png" background-color="black"}
<i class='fa fa-university'></i> Refugee camp

Kakuma

# <i class='fa fa-chart-bar'></i> Results

## <i class='fa fa-chart-bar'></i>{background-image="../images/graph_sample.png" background-size="900px"}
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<i class='fa fa-puzzle-piece'></i>


# Showcase
# <i class="fas fa-map-marked-alt"> </i> Showcase


# <i class="fas fa-hand-point-down"></i> Conclusions
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