From b3a7aad13b8080aa99c2eb4d48af9841ec2a61ed Mon Sep 17 00:00:00 2001 From: Victor Maslov Date: Tue, 16 Apr 2024 04:09:02 +0300 Subject: [PATCH] bin/idhash --- .gitignore | 2 +- Gemfile | 1 + README.md | 8 +++++++ Rakefile | 0 bin/idhash | 57 +++++++++++++++++++++++++++++++++++++++++++++ dhash-vips.gemspec | 9 ++++--- doc_bin.png | Bin 0 -> 359868 bytes 7 files changed, 73 insertions(+), 4 deletions(-) mode change 100755 => 100644 README.md mode change 100755 => 100644 Rakefile create mode 100755 bin/idhash create mode 100644 doc_bin.png diff --git a/.gitignore b/.gitignore index 24ac996..b055eef 100755 --- a/.gitignore +++ b/.gitignore @@ -10,6 +10,6 @@ /.byebug_history .DS_Store *.jpg -*.png +/test_images/*.png /temp.* diff --git a/Gemfile b/Gemfile index a32905c..fd05390 100755 --- a/Gemfile +++ b/Gemfile @@ -7,6 +7,7 @@ gem "dhash", github: "nakilon/dhash" gem "phamilie" gem "mini_magick" gem "dhashy" +gem "phashion" gem "get_process_mem" gem "mll" diff --git a/README.md b/README.md old mode 100755 new mode 100644 index f5bd364..c9432c6 --- a/README.md +++ b/README.md @@ -39,6 +39,14 @@ and visualization of IDHash (`rake compare_images -- image1.jpg image2.jpg`): Here in each of 64 cells, there are two circles that color the difference between that cell and the neighbor one. If the difference is low the Importance bit is set to zero and the circle is invisible. So there are 128 pairs of corresponding circles and when you take one, if at least one circle is visible and is of different color the line is to be drawn. Here you see 15 lines and so the distance between fingerprints will be equal to 15 (that is pretty low and can be interpreted as "images look similar"). Also, you see here that floor on this photo matters -- classic dHash won't see that it's darker than wall because it's comparing only horizontal neighbors and if one photo had no floor the distance function won't notice that. Also, it sees the Important difference between the very right and left columns because the wall has a slow but visible gradient. +As of version 0.2.4.0 the gem includes a binary that you can call to get similar visualisation in terminal: + +```bash +idhash test_images/3f9....jpg test_images/309....jpg +``` + +![screenshot](doc_bin.png) + ### Remaining problems * Neither dHash nor IDHash can't automatically detect very shifted crops and rotated images but you can make a wrapper that would call the comparison function iteratively. diff --git a/Rakefile b/Rakefile old mode 100755 new mode 100644 diff --git a/bin/idhash b/bin/idhash new file mode 100755 index 0000000..7df034b --- /dev/null +++ b/bin/idhash @@ -0,0 +1,57 @@ +#!/usr/bin/env ruby +Signal.trap(:INT){ abort "\n(interrupted by SIGINT)" } + +unless 2 == ARGV.size + puts "this command is to compare two images" + puts "usage: #{__FILE__} " + exit +end + +require_relative "../lib/dhash-vips" +ha, hb = ARGV.map{ |filename| DHashVips::IDHash.fingerprint filename } +puts "distance: #{d1 = DHashVips::IDHash.distance ha, hb}" +size = 2 ** 3 +shift = 2 * size * size +ai = ha >> shift +ad = ha - (ai << shift) +bi = hb >> shift +bd = hb - (bi << shift) + +_127 = shift - 1 +_63 = size * size - 1 +# width = 800 +# height = 800 + +d2 = 0 +a, b = [[ad, ai, ARGV[0]], [bd, bi, ARGV[1]]].map do |xd, xi, path| + puts File.basename path + hor = Array.new(size){Array.new(size){" "}} + ver = Array.new(size){Array.new(size){" "}} + _127.downto(0).each_with_index do |i, ii| + if i > _63 + y, x = (_127 - i).divmod size + else + x, y = (_63 - i).divmod size + end + if xi[i] > 0 + target, c = if i > _63 + [ver, %w{ v ^ }[xd[i]]] + else + [hor, %w{ > < }[xd[i]]] + end + target[y][x] = c + end + if ai[i] + bi[i] > 0 && ad[i] != bd[i] + d2 += 1 + target = if i > _63 + ver + else + hor + end + target[y][x] = "\e[7m#{target[y][x]}\e[27m" + end + end + hor.zip(ver).each{ |_| puts _.join " " } +end +abort "something went wrong" unless d1 * 2 == d2 +puts "OK" diff --git a/dhash-vips.gemspec b/dhash-vips.gemspec index e3a68c3..a3c00f1 100755 --- a/dhash-vips.gemspec +++ b/dhash-vips.gemspec @@ -1,16 +1,19 @@ Gem::Specification.new do |spec| spec.name = "dhash-vips" - spec.version = "0.2.3.0" + spec.version = "0.2.4.0" spec.summary = "dHash and IDHash perceptual image hashing/fingerprinting" - spec.metadata = {"source_code_uri" => "https://github.com/nakilon/dhash-vips"} spec.author = "Victor Maslov aka Nakilon" spec.email = "nakilon@gmail.com" spec.license = "MIT" + spec.metadata = {"source_code_uri" => "https://github.com/nakilon/dhash-vips"} spec.add_dependency "ruby-vips", "~> 2.0", "!= 2.1.0", "!= 2.1.1" spec.require_path = "lib" spec.extensions = %w{ extconf.rb } - spec.files = %w{ LICENSE.txt dhash-vips.gemspec lib/dhash-vips.rb idhash.c lib/dhash-vips-post-install-test.rb } + spec.extensions + spec.files = %w{ LICENSE.txt dhash-vips.gemspec lib/dhash-vips.rb idhash.c lib/dhash-vips-post-install-test.rb } 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