Update README.md

README.md

@@ -1,3 +1,47 @@
----
-license: mit
----
+---
+license: mit
+datasets:
+- ILSVRC/imagenet-1k
+pipeline_tag: image-classification
+---
+
+# Introduction
+
+This repository stores the model for Regnet-x-8.0g, compatible with Kalray's neural network API. </br>
+Please see www.github.com/kalray/kann-models-zoo for details and proper usage. </br>
+Please see https://huggingface.co/docs/transformers/main/en/model_doc/regnet for Regnet model description. </br>
+
+# Contents
+
+- ONNX:   regnet-x-8g.onnx
+
+# Lecture note reference
+
+- Designing Network Design Spaces, https://arxiv.org/pdf/2003.13678.pdf
+
+# Repository or links references
+
+- https://pytorch.org/vision/stable/models/generated/torchvision.models.regnet_x_8gf.html#torchvision.models.regnet_x_8gf
+
+BibTeX entry and citation info
+```
+@article{DBLP:journals/corr/abs-2003-13678,
+  author       = {Ilija Radosavovic and
+                  Raj Prateek Kosaraju and
+                  Ross B. Girshick and
+                  Kaiming He and
+                  Piotr Doll{\'{a}}r},
+  title        = {Designing Network Design Spaces},
+  journal      = {CoRR},
+  volume       = {abs/2003.13678},
+  year         = {2020},
+  url          = {https://arxiv.org/abs/2003.13678},
+  eprinttype    = {arXiv},
+  eprint       = {2003.13678},
+  timestamp    = {Thu, 02 Apr 2020 15:34:08 +0200},
+  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-13678.bib},
+  bibsource    = {dblp computer science bibliography, https://dblp.org}
+}
+```
+
+Author: nbouberbachene@kalrayinc.com