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 Resnext50, 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/resnet for Resnet model description. </br>
+
+# Contents
+
+- ONNX:   resnext50.onnx
+
+# Lecture note reference
+
+- Aggregated Residual Transformations for Deep Neural Networks, https://arxiv.org/pdf/1611.05431.pdf
+
+# Repository or links references
+
+- https://pytorch.org/vision/stable/models/generated/torchvision.models.resnext50_32x4d.html#torchvision.models.resnext50_32x4d
+
+BibTeX entry and citation info
+```
+@article{DBLP:journals/corr/XieGDTH16,
+  author       = {Saining Xie and
+                  Ross B. Girshick and
+                  Piotr Doll{\'{a}}r and
+                  Zhuowen Tu and
+                  Kaiming He},
+  title        = {Aggregated Residual Transformations for Deep Neural Networks},
+  journal      = {CoRR},
+  volume       = {abs/1611.05431},
+  year         = {2016},
+  url          = {http://arxiv.org/abs/1611.05431},
+  eprinttype    = {arXiv},
+  eprint       = {1611.05431},
+  timestamp    = {Mon, 13 Aug 2018 16:45:58 +0200},
+  biburl       = {https://dblp.org/rec/journals/corr/XieGDTH16.bib},
+  bibsource    = {dblp computer science bibliography, https://dblp.org}
+}
+```
+
+Author: nbouberbachene@kalrayinc.com