metadata
license: mit
datasets:
- ILSVRC/imagenet-1k
pipeline_tag: image-classification
Introduction
This repository stores the model for Efficientnetlite-b4, 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/efficientnet for Efficientnet model description.
Contents
- ONNX: efficientnet-lite4-s.onnx
- Quantized ONNX: efficientnet-lite4-s-q.onnx
Lecture note reference
- EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks, https://arxiv.org/pdf/1905.11946
Repository or links references
BibTeX entry and citation info
@article{DBLP:journals/corr/abs-1905-11946,
author = {Mingxing Tan and
Quoc V. Le},
title = {EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1905.11946},
year = {2019},
url = {http://arxiv.org/abs/1905.11946},
eprinttype = {arXiv},
eprint = {1905.11946},
timestamp = {Mon, 03 Jun 2019 13:42:33 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Authors: qmuller@kalrayinc.com, nbouberbachene@kalrayinc.com