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-rw-r--r--tensorflow/docs_src/tutorials/image_retraining.md4
1 files changed, 2 insertions, 2 deletions
diff --git a/tensorflow/docs_src/tutorials/image_retraining.md b/tensorflow/docs_src/tutorials/image_retraining.md
index 898db0e73c..b0e715edcb 100644
--- a/tensorflow/docs_src/tutorials/image_retraining.md
+++ b/tensorflow/docs_src/tutorials/image_retraining.md
@@ -137,7 +137,7 @@ Once TensorBoard is running, navigate your web browser to `localhost:6006` to vi
The script will log TensorBoard summaries to `/tmp/retrain_logs` by default. You can change the directory with the `--summaries_dir` flag.
-The [TensorBoard README](https://www.tensorflow.org/code/tensorflow/tensorboard/README.md) has a lot more information on TensorBoard usage, including tips & tricks, and debugging information.
+The [TensorBoard's GitHub](https://github.com/tensorflow/tensorboard) has a lot more information on TensorBoard usage, including tips & tricks, and debugging information.
## Using the Retrained Model
@@ -337,7 +337,7 @@ the (much larger) training set.
By default the script uses a pretrained version of the Inception v3 model
architecture. This is a good place to start because it provides high accuracy
-results, but if you intend to deploy your model on mobile devices or other
+results, but if you intend to deploy your model on mobile devices or other
resource-constrained environments you may want to trade off a little accuracy
for much smaller file sizes or faster speeds. To help with that, the
[retrain.py script](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/examples/image_retraining/retrain.py)