---
license: apache-2.0
datasets:
- ILSVRC/imagenet-1k
pipeline_tag: image-classification
---
# Introduction

This repository stores the model for Resnet18, 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:   resnet18.onnx
- Quantized ONNX (INT8): resnet18-q.onnx

# Lecture note reference

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

# Repository or links references

- [ONNX](https://github.com/onnx/models/blob/main/validated/vision/classification/resnet/README.md)
- [PyTorch | TorchVision](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet18.html#torchvision.models.resnet18)

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}
}
```

Authors:
+ qmuller@kalrayinc.com
+ nbouberbachene@kalrayinc.com