ustcqidi/beautypredict

Facial beauty prediction via deep learning methods based on SCUT-FBP5500 dataset

beautypredict's Issues

I trained SCUT-FBP5500 dataset by train_model.py, but the PC (Pearson correlation) mean = 0.18,

I trained SCUT-FBP5500 dataset by train_model.py, but the "PC (Pearson correlation) mean" = 0.18, while "PC (Pearson correlation) " of your released weight file is 0.93. what's wrong?

Dataset can't be downloaded

Can you provide the dataset as part of the Github. repo? I can't figure out how to download it from the Baidu website.

Dataset

Can you upload the dataset or the format for the training files?

Training Dataset Generation is faulty

In prepare_data.py I found the following code:

train_lable_distribution.append([pre_vote_image_name, en_im_path, ld])

Here pre_vote_image_name and ld are not changed inside the loop. So its essentially adding the same thing over and over again in the training data but the enhanced image is different.

Model file unavailable

It looks like the link to download the pre-trained model doesn't work?

Download of Dataset and Model difficult

Could you upload the dataset and model to a service other than Baidu? It looks like I can only download the files once I run their Windows Client software on my Linux machine.

Label distribution learning model

Dear Diven,

Below link is not working, is it possible you to share the trained model files?

https://pan.baidu.com/s/1d6jBWNxy3eXS5tz3TvCwsw

thanks
Ugur

FileNotFoundError: [Errno 2] No such file or directory: female_white_images.csv

When I try to prepare the data with python prepare_data.py install, I've this error :

FileNotFoundError: [Errno 2] No such file or directory: '{path}/BeautyPredict/dataset/SCUT-FBP5500/All_Ratings/female_white_images.csv'

How can I fix this ?

The training model is much worse than the model you provide

I haven't made any changes.