Update README.md

README.md

@@ -1,3 +1,45 @@
----
-license: mit
----
+---
+license: mit
+datasets:
+- ILSVRC/imagenet-1k
+pipeline_tag: image-classification
+---
+# Introduction
+
+This repository stores the model for Resnet34, 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:   resnet34.onnx
+
+# Lecture note reference
+
+- Deep Residual Learning for Image Recognition, https://arxiv.org/pdf/1512.03385.pdf
+
+# Repository or links references
+
+- https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet34.html#torchvision.models.resnet34
+
+BibTeX entry and citation info
+```
+@article{DBLP:journals/corr/HeZRS15,
+  author       = {Kaiming He and
+                  Xiangyu Zhang and
+                  Shaoqing Ren and
+                  Jian Sun},
+  title        = {Deep Residual Learning for Image Recognition},
+  journal      = {CoRR},
+  volume       = {abs/1512.03385},
+  year         = {2015},
+  url          = {http://arxiv.org/abs/1512.03385},
+  eprinttype    = {arXiv},
+  eprint       = {1512.03385},
+  timestamp    = {Wed, 25 Jan 2023 11:01:16 +0100},
+  biburl       = {https://dblp.org/rec/journals/corr/HeZRS15.bib},
+  bibsource    = {dblp computer science bibliography, https://dblp.org}
+}
+```
+
+Author: nbouberbachene@kalrayinc.com