Result images

.gitattributes

@@ -33,3 +33,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+images/vs_other_methods.jpg filter=lfs diff=lfs merge=lfs -text
+images/1_city.jpg filter=lfs diff=lfs merge=lfs -text
+images/2_slum_and_industry.jpg filter=lfs diff=lfs merge=lfs -text
+images/3_stadium.jpg filter=lfs diff=lfs merge=lfs -text
+images/4_village.jpg filter=lfs diff=lfs merge=lfs -text
+images/dharavi_live.png filter=lfs diff=lfs merge=lfs -text

README.md

@@ -19,6 +19,11 @@ rewrites what the evidence contradicts, and outputs a per-pixel expected error (
 
 Code, training and inference: **https://github.com/Harp404/sentinel-superres**
 
+![Five methods on the same Sentinel-2 input](images/vs_other_methods.jpg)
+
+*Same Sentinel-2 input, five methods, five held-out places. Satlas and SUPIR look sharp but invent buildings; ESA's
+SEN2SR stays blurry; SentinelSharp is sharp and matches the real 2.5 m SPOT photo.*
+
 ## Files (everything the pipeline needs, in one place)
 
 | Component | File | Original | Licence |
@@ -49,6 +54,22 @@ use for military, warfare or espionage purposes and requires acknowledging DINOv
 | SUPIR alone | 15.56% | 47.9% |
 | **SentinelSharp** | **12.07%** | **54.5%** |
 
+Left: Sentinel-2 input (10 m). Middle: SentinelSharp (2.5 m). Right: SPOT 6/7 ground truth (2.5 m), photographed within
+days of the Sentinel-2 passes.
+
+![City](images/1_city.jpg)
+![Informal housing and industry](images/2_slum_and_industry.jpg)
+![Stadium district](images/3_stadium.jpg)
+![Village](images/4_village.jpg)
+
+Live run on Dharavi (Mumbai): SUPIR alone invents a car park; the verification head restores the informal housing.
+
+![Dharavi](images/dharavi_live.png)
+
+*Images: contains modified Copernicus Sentinel data (2019–2026). SPOT 6/7 imagery © Airbus DS, via WorldStrat
+(CC BY-NC 4.0). Dharavi reference photo: Esri World Imagery (Esri, Maxar, Earthstar Geographics).*
+
+
 ## Load
 
 ```python