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Commit 4baa215d authored by Romain Guesdon's avatar Romain Guesdon
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Acknowledgments + intro + tabs

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......@@ -50,7 +50,21 @@ We used in our study three architectures:
We used for training and for inference the code provided by the authors in the three linked repositories.
Weights of the trained model evaluated in our study can be found [here]().
More details about the training can be found in our paper.
More details about the training can be found in our [paper](https://openaccess.thecvf.com/content/ICCV2021W/AVVision/papers/Guesdon_DriPE_A_Dataset_for_Human_Pose_Estimation_in_Real-World_Driving_ICCVW_2021_paper.pdf).
##### **HPE on the COCO 2017 validation set.**
AP OKS (\%) | AP | AP<sup>50</sup> | AP<sup>75</sup> | AP<sup>L</sup> | AR | AR<sup>50</sup> | AR<sup>75</sup> | AR<sup>L</sup>
:---- | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: |
SBl | 72 | 92 | 80 | 77 | 76 | 93 | 82 | 80
MSPN | __77__ | 94 | 85 | 82 | __80__ | 95 | 87 | 85
RSN | 76 | 94 | 84 | 81 | 79 | 94 | 85 | 84
##### **HPE on the DriPE test set.**
AP OKS (\%) | AP | AP<sup>50</sup> | AP<sup>75</sup> | AP<sup>L</sup> | AR | AR<sup>50</sup> | AR<sup>75</sup> | AR<sup>L</sup>
:---- | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: |
SBl | 75 | 99 | 91 | 75 | 81 | 99 | 94 | 81
MSPN | 81 | 99 | 97 | __81__ | 85 | 99 | 97 | __85__
RSN | 75 | 99 | 93 | 75 | 79 | 99 | 95 | 79
# Evaluation
Evaluation is performed using two metrics:
......@@ -95,8 +109,8 @@ If you use this dataset or code in your research, please cite the paper:
This work was supported by the Pack Ambition
Recherche 2019 funding of the French AURA Region in
the context of the AutoBehave project.
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