Update README.md

README.md

@@ -121,7 +121,7 @@ python train.py  -train_batch_size 32 -exp_name Transweather -epoch_start 0 -num
 
 ## Extensions:
 
-Note that Transweather is built to solve all adverse weather problem with a single model. We observe that, additionally TransWeather can be easilty modified (removing the transformer decoder) to just focus on a individual weather restoration task. To train just the Transweather-encoder on other datasets (like Rain-800), organize the dataset similar to all-weather and run the following command: 
+Note that Transweather is built to solve all adverse weather problem with a single model. We observe that, additionally TransWeather can be easilty modified (removing the transformer decoder) to just focus on an individual restoration task. To train just the Transweather-encoder on other datasets (like Rain-800), organize the dataset similar to all-weather and run the following command: 
 
 ```
 python train-individual.py  -train_batch_size 32 -exp_name Transweather-finetune -epoch_start 0 -num_epochs 250