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[AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images

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thanks for this excellent work! can you provide the csv file and the txt file for training? thanks in advance.

HI~ Thank you for your work! I want to train a model that recognizes cars and boats, is the train config and CSV file labeled correctly?

Hi IceClear, I just try to train CLIP-IQA+ on KonIQ-10k as your instruct: ``` python tools/train.py configs/clipiqa/clipiqa_coop_koniq.py ``` But encounter the following error, it seems only PSNR/SSIM supported. Did this...

how to infer image directly not by load image form path ,it means that I just input a image array to the main function not input a image path?

After running this code:output, attributes = restoration_inference(model, os.path.join(args.file_path), return_attributes=True) output and attributes are the same. Why return the same two data? Code running result: >>>>>>>>>>>>>>attributes>>>>>>>>>>>>>>>>>> tensor([[0.9644, 0.3345, 0.9995, 0.0357, 0.2766,...

python tools/train.py configs/clipiqa/clipiqa_coop_koniq.py 2023-10-16 08:47:54,004 - mmedit - INFO - workflow: [('train', 1)], max: 500 iters 2023-10-16 08:47:54,004 - mmedit - INFO - Checkpoints will be saved to C:\Users\pdo-labuser\CLIP-IQA\work_dirs\clipiqa_coop_koniq by...

Hi, Im doing different tests with `demo/clipiqa_single_image_demo.py` and the `attribute_list = ['Quality', 'Brightness', 'Sharpness', 'Noisiness', 'Colorfulness', 'Contrast']`. First, I’ve seen that fitting a good size to the input image is...

Hi IceClear, Thank you for your impressive work! I encounter OOM issue when handle large image with clipiqa_single_image_demo.py, such as 8M/12M pictures. I want to know is there any memery...

Hi @IceClear, Thank you for open sourcing this impressive work! I have a question regarding the `clipiqa_single_image_demo.py` script. When I use this script to do inference on a single image,...

enhancement

when initing the model the error *** urllib.error.URLError: