diff --git a/examples/frameworks/fastai/fastai_with_tensorboard_example.py b/examples/frameworks/fastai/fastai_with_tensorboard_example.py
index 888a8352..35ded082 100644
--- a/examples/frameworks/fastai/fastai_with_tensorboard_example.py
+++ b/examples/frameworks/fastai/fastai_with_tensorboard_example.py
@@ -13,7 +13,7 @@ try:
         get_image_files,
         ImageDataLoaders,
         Resize,
-        cnn_learner,
+        vision_learner,
         resnet34,
         error_rate,
     )
@@ -34,7 +34,7 @@ def main(epochs):
 
     dls = ImageDataLoaders.from_name_func(path, files, label_func, item_tfms=Resize(224), num_workers=0)
     dls.show_batch()
-    learn = cnn_learner(dls, resnet34, metrics=error_rate)
+    learn = vision_learner(dls, resnet34, metrics=error_rate)
     learn.fine_tune(epochs, cbs=[TensorBoardCallback()])
     learn.show_results()
 
diff --git a/examples/frameworks/fastai/requirements.txt b/examples/frameworks/fastai/requirements.txt
index 8ed8a05c..ee930fd2 100644
--- a/examples/frameworks/fastai/requirements.txt
+++ b/examples/frameworks/fastai/requirements.txt
@@ -1,4 +1,4 @@
-fastai >= 2.0.0
+fastai >= 2.6.0
 tensorboard
 tensorboardX
 clearml