README.md

metadata

license: mit
datasets:
  - ILSVRC/imagenet-1k
pipeline_tag: image-classification

Introduction

This repository stores the model for Resnet50v2, compatible with Kalray's neural network API.
Please see www.github.com/kalray/kann-models-zoo for details and proper usage.
Please see https://huggingface.co/docs/transformers/main/en/model_doc/resnet for Resnet model description.

Contents

• ONNX: resnet50-v2-7s.onnx

Lecture note reference

• Deep Residual Learning for Image Recognition, https://arxiv.org/pdf/1512.03385.pdf

Repository or links references

• https://github.com/onnx/models/blob/main/validated/vision/classification/resnet/model/resnet50-v2-7.onnx

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