dagus01 commited on
Commit
9aa3475
·
verified ·
1 Parent(s): 066fdd0

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +19 -0
README.md ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Simulated PhiSat Bench Dataset - Buildings
2
+
3
+ This repository contains a simulated dataset derived from Sentinel-2 data for building analysis.
4
+ Specifically, the dataset simulates outputs from the PhiSat2 satellite.
5
+ The data has been generated by combining information from the Google Open Buildings dataset, OpenStreetMap (OSM) Buildings data, and manual labeling.
6
+
7
+ ## Label Description
8
+
9
+ Each sample in the dataset includes a single-channel label.
10
+ The labels are stored as floating-point values that represent the estimated percentage of building coverage within each pixel.
11
+ For a pixel with a 10-meter resolution (representing 100 square meters), the label values range from **0 to 100**, where:
12
+ - **0** indicates no building coverage, and
13
+ - **100** indicates full building coverage.
14
+
15
+ ## Use Case
16
+
17
+ This dataset is intended for training models to predict building coverage as continuous values based on satellite imagery.
18
+
19
+