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CLIP+MLP Aesthetic Score Predictor

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Hi, Great project with a great approach! To make it easy to run, I added a notebook that also works with colab. How do you like it? - example: https://colab.research.google.com/drive/1C5P8gJlg8xFYnz0G3o5X2ahLDO8uJyf4?usp=sharing

Hi Christoph, Thanks for releasing this code. I just noticed that the MLPs have no activations in them, making them in some sense equivalent to a single linear layer. Is...

Dear authors, Recently we planned to used your model to evaluate the illust generation performance in our paper. But, I could not found what did you used for target in...

Hello Maintainer of Github repo christophschuhmann/improved-aesthetic-predictor! Thank you for your work on christophschuhmann/improved-aesthetic-predictor. This GitHub project is interesting, and we think that it would be a great addition to make...

Can this be used without retraining on top of the updated ViT-L/14@336px version of CLIP? I already tried it and the results are a little different, but I don't know...

getting TypeError: 'axis' must be None, an integer or a tuple of integers when running normalized function on an single image using same example simple_inference code

Hello, How can i cite the use of the predictor in a paper?

Hi, I'm trying to reproduce the aesthetic scores presented in [improved_aesthetics_6.5plus](https://huggingface.co/datasets/ChristophSchuhmann/improved_aesthetics_6.5plus) but get different results. I downloaded the improved_aesthetics_6.5plus images using img2dataset with the following command ``` img2dataset --url_list improved_aesthetics_6.5plus...

I am writing to request your assistance in understanding the functionalities of your tool. Although I have read the provided documentation, there are still some details that require clarification. I...

Hello dear authors, Ive been using the aesthetic scorer script on the A1111 repo and modified it and just having some fun with it. Because my coding skills in python...