Update README.md

README.md

@@ -12,7 +12,8 @@ Please see https://huggingface.co/docs/transformers/main/en/model_doc/resnet for
 
 # Contents
 
-- ONNX:   resnet50-v1-7s.onnx
+- ONNX: resnet50-v1-7s.onnx
+- Quantized ONNX (INT8):   resnet50-v1-7s-q.onnx
 
 # Lecture note reference
 
@@ -20,7 +21,7 @@ Please see https://huggingface.co/docs/transformers/main/en/model_doc/resnet for
 
 # Repository or links references
 
-- https://github.com/onnx/models/blob/5faef4c33eba0395177850e1e31c4a6a9e634c82/vision/classification/resnet/model/resnet50-v1-7.onnx
+- [ONNX](https://github.com/onnx/models/blob/main/validated/vision/classification/resnet/README.md)
 
 BibTeX entry and citation info
 ```
@@ -34,7 +35,7 @@ BibTeX entry and citation info
   volume       = {abs/1512.03385},
   year         = {2015},
   url          = {http://arxiv.org/abs/1512.03385},
-  eprinttype    = {arXiv},
+  eprinttype   = {arXiv},
   eprint       = {1512.03385},
   timestamp    = {Wed, 25 Jan 2023 11:01:16 +0100},
   biburl       = {https://dblp.org/rec/journals/corr/HeZRS15.bib},
@@ -42,4 +43,6 @@ BibTeX entry and citation info
 }
 ```
 
-Author: nbouberbachene@kalrayinc.com
+Authors:
++ qmuller@kalrayinc.com
++ nbouberbachene@kalrayinc.com