Add FAQ section

README.md

@@ -11,7 +11,7 @@
 Electrical and Electronics Engineering Institute<br/>
 University of the Philippines, Diliman
 
-[Method](#method-tldr) | [Sample Results](#sample-results) | [Getting Started](#getting-started) | [Training](#training) | [Evaluation](#evaluation) | [Citation](#citation)
+[Method](#method-tldr) | [Sample Results](#sample-results) | [Getting Started](#getting-started) | [FAQ](#frequently-asked-questions) | [Training](#training) | [Evaluation](#evaluation) | [Citation](#citation)
 
 </div>
 
@@ -46,7 +46,6 @@ A single Transformer can realize different models by merely varying its attentio
 **NOTE:** _Bold letters and underscores indicate wrong and missing character predictions, respectively._
 </div>
 
-
 ## Getting Started
 This repository contains the reference implementation for PARSeq and reproduced models (collectively referred to as _Scene Text Recognition Model Hub_). See `NOTICE` for copyright information.
 Majority of the code is licensed under the Apache License v2.0 (see `LICENSE`) while ABINet and CRNN sources are
@@ -90,6 +89,12 @@ label, confidence = parseq.tokenizer.decode(pred)
 print('Decoded label = {}'.format(label[0]))
 ```
 
+## Frequently Asked Questions
+- How do I train on a new language? See Issues [#5](https://github.com/baudm/parseq/issues/5) and [#9](https://github.com/baudm/parseq/issues/9).
+- How to finetune or create custom dataset? See Issue [#7](https://github.com/baudm/parseq/issues/7).
+- What is `val_NED`? See Issue [#10](https://github.com/baudm/parseq/issues/10).
+- Can you export to TorchScript or ONNX? See Issue [#12](https://github.com/baudm/parseq/issues/12).
+
 ## Training
 The training script can train any supported model. You can override any configuration using the command line. Please refer to [Hydra](https://hydra.cc) docs for more info about the syntax. Use `./train.py --help` to see the default configuration.
 ```bash