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README.md

@@ -20,7 +20,7 @@ widget:
       - label: Beaches, dunes, sands
         score: 0.000000
       - label: Broad-leaved forest
-        score: 0.064236
+        score: 0.064237
       - label: Coastal wetlands
         score: 0.000000
 ---
@@ -29,7 +29,7 @@ widget:
 :---:|:---:|:---:|:---:|:---:
 <a href="https://www.tu.berlin/"><img src="https://raw.githubusercontent.com/wiki/lhackel-tub/ConfigILM/static/imgs/tu-berlin-logo-long-red.svg" style="font-size: 1rem; height: 2em; width: auto" alt="TU Berlin Logo"/>  |  <a href="https://rsim.berlin/"><img src="https://raw.githubusercontent.com/wiki/lhackel-tub/ConfigILM/static/imgs/RSiM_Logo_1.png" style="font-size: 1rem; height: 2em; width: auto" alt="RSiM Logo"> | <a href="https://www.dima.tu-berlin.de/menue/database_systems_and_information_management_group/"><img src="https://raw.githubusercontent.com/wiki/lhackel-tub/ConfigILM/static/imgs/DIMA.png" style="font-size: 1rem; height: 2em; width: auto" alt="DIMA Logo"> | <a href="http://www.bigearth.eu/"><img src="https://raw.githubusercontent.com/wiki/lhackel-tub/ConfigILM/static/imgs/BigEarth.png" style="font-size: 1rem; height: 2em; width: auto" alt="BigEarth Logo"> | <a href="https://bifold.berlin/"><img src="https://raw.githubusercontent.com/wiki/lhackel-tub/ConfigILM/static/imgs/BIFOLD_Logo_farbig.png" style="font-size: 1rem; height: 2em; width: auto; margin-right: 1em" alt="BIFOLD Logo">
 
-# Resnet101 pretained on BigEarthNet v2.0 using Sentinel-1 bands
+# Resnet101 pretrained on BigEarthNet v2.0 using Sentinel-1 bands
 
 <!-- Optional images -->
 <!--
@@ -46,7 +46,7 @@ precision macro)
 - Learning rate: 0.001
 - Dropout rate: 0.15
 - Drop Path rate: 0.15
-- Learning rate scheduler: LinearWarmupCosineAnnealing for 1000 warmup steps
+- Learning rate scheduler: LinearWarmupCosineAnnealing for 1000  warmup steps
 - Optimizer: AdamW
 - Seed: 0
 
@@ -61,7 +61,7 @@ The model was evaluated on the test set of the BigEarthNet v2.0 dataset with the
 |:------------------|------------------:|------------------:|
 | Average Precision |        0.627478 |        0.803690 |
 | F1 Score          |        0.577052 |        0.707424 |
-| Precision         | 0.644959 | 0.751187 |
+| Precision         | 0.627478 | 0.803690 |
 
 # Example
 |             A Sentinel-1 image (VV, VH and VV/VH bands are used for visualization)              |