[utils] Add getRealpath function

[platform/core/ml/nntrainer.git] / README.md

diff --git a/README.md b/README.md
index 50b2d70..5be83be 100644 (file)
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@ NNtrainer is an Open Source Project. The aim of the NNtrainer is to develop a So
 
 Even if NNtariner runs on device, it provides full functionalities to train models and also utilizes limited device resources efficiently. NNTrainer is able to train various machine learning algorithms such as k-Nearest Neighbor (k-NN), Neural Networks, Logistic Regression, Reinforcement Learning algorithms, Recurrent network and more. We also provide examples for various tasks such as Few-shot learning, ResNet, VGG, Product Rating and more will be added. All of these were tested on Samsung Galaxy smart phone with Android and PC (Ubuntu 18.04/20.04).
 
-[ NNTraner: Light-Weight On-Device Training Framework ](https://arxiv.org/pdf/2206.04688.pdf), arXiv, 2022 <br />
+[ NNTrainer: Light-Weight On-Device Training Framework ](https://arxiv.org/pdf/2206.04688.pdf), arXiv, 2022 <br />
 [ NNTrainer: Towards the on-device learning for personalization ](https://www.youtube.com/watch?v=HWiV7WbIM3E), Samsung Software Developer Conference 2021 (Korean) <br />
 [ NNTrainer: Personalize neural networks on devices! ](https://www.youtube.com/watch?v=HKKowY78P1A), Samsung Developer Conference 2021 <br />
 [ NNTrainer: "On-device learning" ](https://www.youtube.com/embed/Jy_auavraKg?start=4035&end=4080), Samsung AI Forum 2021
@@ -87,7 +87,7 @@ This component defines layers which consist of a neural network model. Layers ha
  | concat | ConcatLayer | Concatenate input layers |
  | multiout | MultiOutLayer | Multi-Output Layer |
  | backbone_nnstreamer | NNStreamerLayer | Encapsulate NNStreamer layer |
- | backbone_tflite | TfLiteLayer | Encapsulate tflite as an layer |
+ | backbone_tflite | TfLiteLayer | Encapsulate tflite as a layer |
  | permute | PermuteLayer | Permute layer for transpose |
  | preprocess_flip | PreprocessFlipLayer | Preprocess random flip layer |
  | preprocess_l2norm | PreprocessL2NormLayer | Preprocess simple l2norm layer to normalize |
@@ -187,7 +187,7 @@ NNTrainer example for a variety of networks
 
 ## Open Source License
 
-The nntrainer is an open source project released under the terms of the Apache License version 2.0.
+The NNtrainer is an open source project released under the terms of the Apache License version 2.0.
 
 ## Contributing