Update README.md

README.md

@@ -50,31 +50,30 @@ Model is finetuned on the dataset for four epochs
 
 ## Evaluation results
 
-
+Model acheived an Top-1 accuracy of 0.929.
 
 
 ### BibTeX entry and citation info
 
 ```bibtex
-@article{DBLP:journals/corr/abs-1810-04805,
-  author    = {Jacob Devlin and
-               Ming{-}Wei Chang and
-               Kenton Lee and
-               Kristina Toutanova},
-  title     = {{BERT:} Pre-training of Deep Bidirectional Transformers for Language
-               Understanding},
-  journal   = {CoRR},
-  volume    = {abs/1810.04805},
-  year      = {2018},
-  url       = {http://arxiv.org/abs/1810.04805},
-  archivePrefix = {arXiv},
-  eprint    = {1810.04805},
-  timestamp = {Tue, 30 Oct 2018 20:39:56 +0100},
-  biburl    = {https://dblp.org/rec/journals/corr/abs-1810-04805.bib},
-  bibsource = {dblp computer science bibliography, https://dblp.org}
+@misc{wu2020visual,
+      title={Visual Transformers: Token-based Image Representation and Processing for Computer Vision}, 
+      author={Bichen Wu and Chenfeng Xu and Xiaoliang Dai and Alvin Wan and Peizhao Zhang and Zhicheng Yan and Masayoshi Tomizuka and Joseph Gonzalez and Kurt Keutzer and Peter Vajda},
+      year={2020},
+      eprint={2006.03677},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV}
+}
+
+@INPROCEEDINGS{9816335,
+  author={Choumos, George and Koukos, Alkiviadis and Sitokonstantinou, Vasileios and Kontoes, Charalampos},
+  booktitle={2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)},
+  title={Towards Space-to-Ground Data Availability for Agriculture Monitoring},
+  year={2022},
+  volume={},
+  number={},
+  pages={1-5},
+  doi={10.1109/IVMSP54334.2022.9816335}
 }
 ```
 
-<a href="https://huggingface.co/exbert/?model=bert-base-cased">
-	<img width="300px" src="https://cdn-media.huggingface.co/exbert/button.png">
-</a>