Are you sure you want to delete this task? Once this task is deleted, it cannot be recovered.
fuguanqi 6bd8e049c4 | 2 years ago | |
---|---|---|
caffe model/AVA | 2 years ago | |
README.md | 2 years ago | |
__init__.py | 2 years ago | |
br.py | 2 years ago | |
example.py | 2 years ago | |
image.py | 2 years ago | |
test.jpg | 2 years ago | |
text.py | 2 years ago |
This project is only for academic use. Considerations of commercial use is discouraged. The caffe model file is oversized for github and can be downloaded from https://pan.baidu.com/s/1AUOA0Hlbzc4cwInS_5uRSA?pwd=x1gv (提取码:x1gv)
python 2.7
caffe
Image Aesthetic is predicted based on the well-trained model of deepImageAestheticsAnalysis.
Text Aesthetic is measured on a Simiplified Chinese LIWC Service, TextMind. File text.py provides a spider to query for the number of words belonging to caregory "perception" which is used for measuring text aesthetic score.
Bounce Rate can be predicted based on Image & Text Aesthestics scores by Model 2 or 3 from the paper below. If you find the model/method useful, please cite this work:
Wang, X., Li, Y., Cai, Z. and Liu, H. (2021), "Beauty matters: reducing bounce rate by aesthetics of experience product portal page", Industrial Management & Data Systems, Vol. 121 No. 8, pp. 1848-1870. https://doi.org/10.1108/IMDS-08-2020-0484
An example calling this module is given by example.py
No Description
Python
Dear OpenI User
Thank you for your continuous support to the Openl Qizhi Community AI Collaboration Platform. In order to protect your usage rights and ensure network security, we updated the Openl Qizhi Community AI Collaboration Platform Usage Agreement in January 2024. The updated agreement specifies that users are prohibited from using intranet penetration tools. After you click "Agree and continue", you can continue to use our services. Thank you for your cooperation and understanding.
For more agreement content, please refer to the《Openl Qizhi Community AI Collaboration Platform Usage Agreement》