imageComp｜圖片比較

2024 © MaoHuPi

Program Function:

Image Similarity Comparison

Source of Inspiration:

cyris - python 圖像比較一問

Description

I start from three simpler aspects, namely:

1. Color comparison
2. Image features
3. Ease of confusion

Arguments

• -h, --help (bool)
  Default value: False.
  Show this arguments description.
• -v, --version (bool)
  Default value: False.
  Show the current version.
• -s, --source_dir (str)
  Set the directory of source images. Selected image must in this directory.
• -t, --target_dir (str|False)
  Default value: False.
  Set the directory to which the output file will be copy.
• -i, --selected_image (str)
  Set the image that the other images should be compare with.
• -w, --hsv_w (list[3])
  Default value: [1, 0.2, 0.2].
  Set the degree of influence of h, s and v on the compare score which used for comparison.
• -u, --update_catch (bool)
  Default value: True.
  Update catch data after the weight fitted.
• -c, --use_catch (bool)
  Default value: True.
  Use catch data when it is exist.
• -m, --compare_mode (str)
  Default value: head.
  Can be head|last|all.
• -l, --output_number_limit (int)
  Default value: 5.
  Set the maxima output number.
• -a, --min_val_accuracy (float)
  Default value: 0.7.
  Set the 'val_accuracy' value to early stopping the training process.

Usage

python main.py -s "image/source_cat" -t "image/target" -i "cat (34).jpg" -m head -l 5