Metadata-Version: 1.1
Name: midlevel-perception
Version: 0.0.1
Summary: The official implementation of visual priors from the paper Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies. Arxiv preprint 2018.
Home-page: https://github.com/alexsax/midlevel-reps
Author: Alexander Sax, Bradley Emi, Jeffrey Zhang, Amir R. Zamir, Silvio Savarese, Leonidas Guibas, Jitendra Malik
Author-email: UNKNOWN
License: MIT
Description: # Visual Priors
        
        
        # Intro
        This package contains the code for the paper:
        
        **Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies**. Arxiv 2018/CoRL 2019. Alexander Sax, Jeffrey O. Zhang, Bradley Emi, Amir R. Zamir, Silvio Savarese, Leonidas Guibas, Jitendra Malik.
        
        - For a fuller description and useful results and demos, and much more, see the website [http://perceptual.actor](http://perceptual.actor).
        - For the code in this package, see [https://github.com/alexsax/midlevel-reps/tree/visualpriors](https://github.com/alexsax/midlevel-reps/tree/visualpriors).
        - For the full code from the paper, dockers to reproduce experiments, and more, see [https://github.com/alexsax/midlevel-reps](https://github.com/alexsax/midlevel-reps).
        
        
        ### Citation
        If you find this repository or toolkit useful, then please cite:
        ```
        @inproceedings{midLevelReps2018,
         title={Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies.},
         author={Alexander Sax and Jeffrey O. Zhang and Bradley Emi and Amir R. Zamir and Leonidas J. Guibas and Silvio Savarese and Jitendra Malik},
         year={2018},
        }
        ```
        
        
        
Keywords: computer vision,robotics,perception,midlevel,mid-level,reinforcement learning,machine learning,representation learning
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
