Update README.md

README.md

@@ -1,3 +1,46 @@
----
-license: mit
----
+---
+license: mit
+datasets:
+- ILSVRC/imagenet-1k
+pipeline_tag: image-classification
+---
+
+# Introduction
+
+This repository stores the model for Inception-v3, compatible with Kalray's neural network API. </br>
+Please see www.github.com/kalray/kann-models-zoo for details and proper usage. </br>
+
+# Contents
+
+- ONNX:   inception-v3.onnx
+
+# Lecture note reference
+
+- Rethinking the Inception Architecture for Computer Vision, https://arxiv.org/pdf/1512.00567.pdf
+
+# Repository or links references
+
+- https://pytorch.org/vision/main/models/generated/torchvision.models.inception_v3.html
+
+BibTeX entry and citation info
+```
+@article{DBLP:journals/corr/SzegedyVISW15,
+  author       = {Christian Szegedy and
+                  Vincent Vanhoucke and
+                  Sergey Ioffe and
+                  Jonathon Shlens and
+                  Zbigniew Wojna},
+  title        = {Rethinking the Inception Architecture for Computer Vision},
+  journal      = {CoRR},
+  volume       = {abs/1512.00567},
+  year         = {2015},
+  url          = {http://arxiv.org/abs/1512.00567},
+  eprinttype    = {arXiv},
+  eprint       = {1512.00567},
+  timestamp    = {Mon, 13 Aug 2018 16:49:07 +0200},
+  biburl       = {https://dblp.org/rec/journals/corr/SzegedyVISW15.bib},
+  bibsource    = {dblp computer science bibliography, https://dblp.org}
+}
+```
+
+Author: nbouberbachene@kalrayinc.com