{"id":26731009,"url":"https://github.com/daedalus/histonet","last_synced_at":"2025-03-27T23:34:45.458Z","repository":{"id":5123768,"uuid":"6288923","full_name":"daedalus/histonet","owner":"daedalus","description":"Neural network example built using pyBrain to classify images by histogram. 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It plots the number\nof pixels for each tonal value. By looking at the histogram for a specific image\na viewer will be able to judge the entire tonal distribution at a glance.\n\nThis project aims to create a tool to classify imgaes by analyzing histograms\nusing a neural network. I took the idea from Green Dam Youth Escort.\nGreen Dam recognizes pornographic images by analyzing skin-coloured regions,\ncomplemented by human face recognition. However, according to a Southern Weekly\narticle, the software is incapable of recognizing pictures of nudity featuring\nblack or red-skinned characters but sensitive enough to images with large\npatches of yellow that it censors promotional images of the film Garfield:\nA Tail of Two Kitties. Thats why I decided to add the neural network.\n\n\nThis project still very beta! And needs your colaboration!\nThanks!\n\nTODO\n====\n\n1. Do some refactoring (DRY  principle)\n2. Add persistence\n3. Unit-Testing\n\nContributing\n============\n\n1. Fork it\n2. Create your feature branch (`git checkout -b my-new-feature`)\n3. Commit your changes (`git commit -am 'Added some feature'`)\n4. Push to the branch (`git push origin my-new-feature`)\n5. Create new Pull Request\n\n\nLicense\n=======\n\nCopyright (C) 2012  Guillermo Colmenero\n\nThis program is free software: you can redistribute it and/or modify\nit under the terms of the GNU General Public License as published by\nthe Free Software Foundation, either version 3 of the License, or\n(at your option) any later version.\n\nThis program is distributed in the hope that it will be useful,\nbut WITHOUT ANY WARRANTY; without even the implied warranty of\nMERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the\nGNU General Public License for more details.\n\nYou should have received a copy of the GNU General Public License\nalong with this program.  If not, see \u003chttp://www.gnu.org/licenses/\u003e.\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdaedalus%2Fhistonet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdaedalus%2Fhistonet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdaedalus%2Fhistonet/lists"}