├── .gitignore ├── INSTALL.md ├── INSTALLBR.md ├── README.md ├── classifier.p ├── classifier.py ├── constants.py ├── dataset ├── classes.txt ├── images │ ├── bulbasaur │ │ ├── 2Q== (1).jpg │ │ ├── 2Q== (2).jpg │ │ ├── 2Q== (3).jpg │ │ ├── 2Q==.jpg │ │ ├── 9k= (1).jpg │ │ ├── 9k=.jpg │ │ ├── Z (1).jpg │ │ ├── Z (2).jpg │ │ ├── Z (3).jpg │ │ ├── Z (4).jpg │ │ ├── Z (5).jpg │ │ ├── Z (6).jpg │ │ ├── Z (7).jpg │ │ ├── Z.jpg │ │ ├── images (1).jpg │ │ ├── images (10).jpg │ │ ├── images (100).jpg │ │ ├── images (11).jpg │ │ ├── images (12).jpg │ │ ├── images (13).jpg │ │ ├── images (15).jpg │ │ ├── images (16).jpg │ │ ├── images (17).jpg │ │ ├── images (18).jpg │ │ ├── images (19).jpg │ │ ├── images (20).jpg │ │ ├── images (21).jpg │ │ ├── images (22).jpg │ │ ├── images (23).jpg │ │ ├── images (24).jpg │ │ ├── images (25).jpg │ │ ├── images (26).jpg │ │ ├── images (27).jpg │ │ ├── images (28).jpg │ │ ├── images (29).jpg │ │ ├── images (3).jpg │ │ ├── images (30).jpg │ │ ├── images (31).jpg │ │ ├── images (32).jpg │ │ ├── images (33).jpg │ │ ├── images (34).jpg │ │ ├── images (35).jpg │ │ ├── images (36).jpg │ │ ├── images (37).jpg │ │ ├── images (39).jpg │ │ ├── images (40).jpg │ │ ├── images (42).jpg │ │ ├── images (43).jpg │ │ ├── images (44).jpg │ │ ├── images (45).jpg │ │ ├── images (46).jpg │ │ ├── images (48).jpg │ │ ├── images (49).jpg │ │ ├── images (5).jpg │ │ ├── images (50).jpg │ │ ├── images (51).jpg │ │ ├── images (52).jpg │ │ ├── images (53).jpg │ │ ├── images (54).jpg │ │ ├── images (55).jpg │ │ ├── images (56).jpg │ │ ├── images (57).jpg │ │ ├── images (59).jpg │ │ ├── images (60).jpg │ │ ├── images (61).jpg │ │ ├── images (62).jpg │ │ ├── images (63).jpg │ │ ├── images (64).jpg │ │ ├── images (65).jpg │ │ ├── images (66).jpg │ │ ├── images (67).jpg │ │ ├── images (68).jpg │ │ ├── images (69).jpg │ │ ├── images (7).jpg │ │ ├── images (70).jpg │ │ ├── images (71).jpg │ │ ├── images (72).jpg │ │ ├── images (73).jpg │ │ ├── images (74).jpg │ │ ├── images (75).jpg │ │ ├── images (76).jpg │ │ ├── images (78).jpg │ │ ├── images (79).jpg │ │ ├── images (8).jpg │ │ ├── images (81).jpg │ │ ├── images (82).jpg │ │ ├── images (83).jpg │ │ ├── images (84).jpg │ │ ├── images (85).jpg │ │ ├── images (86).jpg │ │ ├── images (87).jpg │ │ ├── images (88).jpg │ │ ├── images (89).jpg │ │ ├── images (9).jpg │ │ ├── images (90).jpg │ │ ├── images (93).jpg │ │ ├── images (94).jpg │ │ ├── images (95).jpg │ │ ├── images (96).jpg │ │ ├── images (97).jpg │ │ ├── images (98).jpg │ │ ├── images (99).jpg │ │ ├── images.02jpg.jpg │ │ ├── images.jpg │ │ ├── images03.jpg │ │ ├── images04.jpg │ │ └── images05.jpg │ ├── charmander │ │ ├── 2Q== (1).jpg │ │ ├── 2Q== (2).jpg │ │ ├── 2Q== (3).jpg │ │ ├── 2Q==.jpg │ │ ├── 9k= (1).jpg │ │ ├── 9k=.jpg │ │ ├── Z (1).jpg │ │ ├── Z (2).jpg │ │ ├── Z (3).jpg │ │ ├── Z (4).jpg │ │ ├── Z (5).jpg │ │ ├── Z.jpg │ │ ├── images (1).jpg │ │ ├── images (10).jpg │ │ ├── images (11).jpg │ │ ├── images (12).jpg │ │ ├── images (13).jpg │ │ ├── images (14).jpg │ │ ├── images (15).jpg │ │ ├── images (16).jpg │ │ ├── images (18).jpg │ │ ├── images (21).jpg │ │ ├── images (22).jpg │ │ ├── images (23).jpg │ │ ├── images (24).jpg │ │ ├── images (25).jpg │ │ ├── images (26).jpg │ │ ├── images (27).jpg │ │ ├── images (28).jpg │ │ ├── images (29).jpg │ │ ├── images (3).jpg │ │ ├── images (30).jpg │ │ ├── images (31).jpg │ │ ├── images (33).jpg │ │ ├── images (35).jpg │ │ ├── images (36).jpg │ │ ├── images (38).jpg │ │ ├── images (39).jpg │ │ ├── images (4).jpg │ │ ├── images (40).jpg │ │ ├── images (41).jpg │ │ ├── images (42).jpg │ │ ├── images (43).jpg │ │ ├── images (44).jpg │ │ ├── images (45).jpg │ │ ├── images (46).jpg │ │ ├── images (50).jpg │ │ ├── images (51).jpg │ │ ├── images (52).jpg │ │ ├── images (53).jpg │ │ ├── images (54).jpg │ │ ├── images (55).jpg │ │ ├── images (56).jpg │ │ ├── images (58).jpg │ │ ├── images (59).jpg │ │ ├── images (6).jpg │ │ ├── images (60).jpg │ │ ├── images (61).jpg │ │ ├── images (62).jpg │ │ ├── images (63).jpg │ │ ├── images (64).jpg │ │ ├── images (65).jpg │ │ ├── images (66).jpg │ │ ├── images (67).jpg │ │ ├── images (68).jpg │ │ ├── images (69).jpg │ │ ├── images (7).jpg │ │ ├── images (72).jpg │ │ ├── images (74).jpg │ │ ├── images (76).jpg │ │ ├── images (77).jpg │ │ ├── images (78).jpg │ │ ├── images (79).jpg │ │ ├── images (81).jpg │ │ ├── images (82).jpg │ │ ├── images (83).jpg │ │ ├── images (85).jpg │ │ ├── images (86).jpg │ │ ├── images (87).jpg │ │ ├── images (89).jpg │ │ ├── images (9).jpg │ │ ├── images (90).jpg │ │ ├── images (92).jpg │ │ ├── images (93).jpg │ │ ├── images (94).jpg │ │ ├── images (95).jpg │ │ ├── images (96).jpg │ │ ├── images (98).jpg │ │ ├── images (99).jpg │ │ ├── images.jpg │ │ ├── images01.jpg │ │ └── images02.jpg │ ├── pikachu │ │ ├── 2Q== (1).jpg │ │ ├── 2Q== (2).jpg │ │ ├── 2Q== (3).jpg │ │ ├── 2Q== (4).jpg │ │ ├── 2Q== (5).jpg │ │ ├── 2Q==.jpg │ │ ├── 9k= (1).jpg │ │ ├── 9k= (2).jpg │ │ ├── 9k=.jpg │ │ ├── Z.jpg │ │ ├── images (1).jpg │ │ ├── images (10).jpg │ │ ├── images (100).jpg │ │ ├── images (11).jpg │ │ ├── images (12).jpg │ │ ├── images (13).jpg │ │ ├── images (14).jpg │ │ ├── images (15).jpg │ │ ├── images (16).jpg │ │ ├── images (17).jpg │ │ ├── images (18).jpg │ │ ├── images (2).jpg │ │ ├── images (21).jpg │ │ ├── images (22).jpg │ │ ├── images (23).jpg │ │ ├── images (26).jpg │ │ ├── images (27).jpg │ │ ├── images (28).jpg │ │ ├── images (29).jpg │ │ ├── images (3).jpg │ │ ├── images (30).jpg │ │ ├── images (31).jpg │ │ ├── images (32).jpg │ │ ├── images (33).jpg │ │ ├── images (34).jpg │ │ ├── images (35).jpg │ │ ├── images (36).jpg │ │ ├── images (38).jpg │ │ ├── images (4).jpg │ │ ├── images (40).jpg │ │ ├── images (41).jpg │ │ ├── images (42).jpg │ │ ├── images (43).jpg │ │ ├── images (44).jpg │ │ ├── images (45).jpg │ │ ├── images (46).jpg │ │ ├── images (47).jpg │ │ ├── images (48).jpg │ │ ├── images (49).jpg │ │ ├── images (50).jpg │ │ ├── images (51).jpg │ │ ├── images (52).jpg │ │ ├── images (53).jpg │ │ ├── images (55).jpg │ │ ├── images (56).jpg │ │ ├── images (57).jpg │ │ ├── images (59).jpg │ │ ├── images (6).jpg │ │ ├── images (60).jpg │ │ ├── images (62).jpg │ │ ├── images (63).jpg │ │ ├── images (64).jpg │ │ ├── images (65).jpg │ │ ├── images (66).jpg │ │ ├── images (67).jpg │ │ ├── images (68).jpg │ │ ├── images (69).jpg │ │ ├── images (7).jpg │ │ ├── images (70).jpg │ │ ├── images (72).jpg │ │ ├── images (73).jpg │ │ ├── images (75).jpg │ │ ├── images (76).jpg │ │ ├── images (77).jpg │ │ ├── images (78).jpg │ │ ├── images (79).jpg │ │ ├── images (80).jpg │ │ ├── images (81).jpg │ │ ├── images (82).jpg │ │ ├── images (83).jpg │ │ ├── images (84).jpg │ │ ├── images (85).jpg │ │ ├── images (86).jpg │ │ ├── images (87).jpg │ │ ├── images (88).jpg │ │ ├── images (89).jpg │ │ ├── images (9).jpg │ │ ├── images (90).jpg │ │ ├── images (91).jpg │ │ ├── images (92).jpg │ │ ├── images (93).jpg │ │ ├── images (94).jpg │ │ ├── images (95).jpg │ │ ├── images (96).jpg │ │ ├── images (97).jpg │ │ ├── images (98).jpg │ │ ├── images (99).jpg │ │ ├── images.jpg │ │ └── images03.jpg │ └── squirtle │ │ ├── 2Q== (1).jpg │ │ ├── 2Q==.jpg │ │ ├── 9k= (1).jpg │ │ ├── 9k= (2).jpg │ │ ├── 9k= (3).jpg │ │ ├── 9k= (4).jpg │ │ ├── 9k=.jpg │ │ ├── Z (1).jpg │ │ ├── Z (2).jpg │ │ ├── Z (3).jpg │ │ ├── Z (4).jpg │ │ ├── Z (5).jpg │ │ ├── Z (6).jpg │ │ ├── Z (7).jpg │ │ ├── Z.jpg │ │ ├── images (1).jpg │ │ ├── images (10).jpg │ │ ├── images (100).jpg │ │ ├── images (11).jpg │ │ ├── images (12).jpg │ │ ├── images (13).jpg │ │ ├── images (14).jpg │ │ ├── images (15).jpg │ │ ├── images (16).jpg │ │ ├── images (17).jpg │ │ ├── images (18).jpg │ │ ├── images (19).jpg │ │ ├── images (2).jpg │ │ ├── images (20).jpg │ │ ├── images (21).jpg │ │ ├── images (22).jpg │ │ ├── images (23).jpg │ │ ├── images (24).jpg │ │ ├── images (25).jpg │ │ ├── images (26).jpg │ │ ├── images (28).jpg │ │ ├── images (29).jpg │ │ ├── images (3).jpg │ │ ├── images (30).jpg │ │ ├── images (31).jpg │ │ ├── images (32).jpg │ │ ├── images (33).jpg │ │ ├── images (34).jpg │ │ ├── images (35).jpg │ │ ├── images (36).jpg │ │ ├── images (37).jpg │ │ ├── images (38).jpg │ │ ├── images (4).jpg │ │ ├── images (40).jpg │ │ ├── images (41).jpg │ │ ├── images (43).jpg │ │ ├── images (44).jpg │ │ ├── images (45).jpg │ │ ├── images (46).jpg │ │ ├── images (47).jpg │ │ ├── images (48).jpg │ │ ├── images (49).jpg │ │ ├── images (5).jpg │ │ ├── images (50).jpg │ │ ├── images (51).jpg │ │ ├── images (52).jpg │ │ ├── images (53).jpg │ │ ├── images (54).jpg │ │ ├── images (55).jpg │ │ ├── images (56).jpg │ │ ├── images (57).jpg │ │ ├── images (58).jpg │ │ ├── images (59).jpg │ │ ├── images (6).jpg │ │ ├── images (60).jpg │ │ ├── images (61).jpg │ │ ├── images (62).jpg │ │ ├── images (63).jpg │ │ ├── images (66).jpg │ │ ├── images (67).jpg │ │ ├── images (68).jpg │ │ ├── images (7).jpg │ │ ├── images (70).jpg │ │ ├── images (71).jpg │ │ ├── images (72).jpg │ │ ├── images (74).jpg │ │ ├── images (75).jpg │ │ ├── images (78).jpg │ │ ├── images (79).jpg │ │ ├── images (8).jpg │ │ ├── images (80).jpg │ │ ├── images (83).jpg │ │ ├── images (84).jpg │ │ ├── images (85).jpg │ │ ├── images (86).jpg │ │ ├── images (87).jpg │ │ ├── images (88).jpg │ │ ├── images (89).jpg │ │ ├── images (9).jpg │ │ ├── images (90).jpg │ │ ├── images (91).jpg │ │ ├── images (92).jpg │ │ ├── images (93).jpg │ │ ├── images (94).jpg │ │ ├── images (95).jpg │ │ ├── images (96).jpg │ │ ├── images (97).jpg │ │ ├── images (98).jpg │ │ ├── images (99).jpg │ │ ├── images.jpg │ │ ├── images01.jpg │ │ └── images02.jpg └── labels │ ├── labels_bulbasaur.txt │ ├── labels_charmander.txt │ ├── labels_pikachu.txt │ └── labels_squirtle.txt ├── extractFeatures.py ├── features ├── features_bulbasaur.txt ├── features_charmander.txt ├── features_pikachu.txt └── features_squirtle.txt ├── requeriments.txt ├── test-classifier.py └── test-images ├── bulbasaur-test.png ├── charmander-test.png ├── pikachu-test.png └── squirtle-test.png /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | env/ 12 | build/ 13 | develop-eggs/ 14 | dist/ 15 | downloads/ 16 | eggs/ 17 | .eggs/ 18 | lib/ 19 | lib64/ 20 | parts/ 21 | sdist/ 22 | var/ 23 | *.egg-info/ 24 | .installed.cfg 25 | *.egg 26 | 27 | # PyInstaller 28 | # Usually these files are written by a python script from a template 29 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 30 | *.manifest 31 | *.spec 32 | 33 | # Installer logs 34 | pip-log.txt 35 | pip-delete-this-directory.txt 36 | 37 | # Unit test / coverage reports 38 | htmlcov/ 39 | .tox/ 40 | .coverage 41 | .coverage.* 42 | .cache 43 | nosetests.xml 44 | coverage.xml 45 | *,cover 46 | .hypothesis/ 47 | 48 | # Translations 49 | *.mo 50 | *.pot 51 | 52 | # Django stuff: 53 | *.log 54 | local_settings.py 55 | 56 | # Flask stuff: 57 | instance/ 58 | .webassets-cache 59 | 60 | # Scrapy stuff: 61 | .scrapy 62 | 63 | # Sphinx documentation 64 | docs/_build/ 65 | 66 | # PyBuilder 67 | target/ 68 | 69 | # IPython Notebook 70 | .ipynb_checkpoints 71 | 72 | # pyenv 73 | .python-version 74 | 75 | # celery beat schedule file 76 | celerybeat-schedule 77 | 78 | # dotenv 79 | .env 80 | 81 | # virtualenv 82 | venv/ 83 | ENV/ 84 | 85 | # Spyder project settings 86 | .spyderproject 87 | 88 | # Rope project settings 89 | .ropeproject 90 | 91 | #macOS stuff 92 | .DS_Store 93 | -------------------------------------------------------------------------------- /INSTALL.md: -------------------------------------------------------------------------------- 1 | # Installation Tutorial 2 | 3 | First, if you don't have it already, you will need to install a version of Python. 4 | 5 | ## Python Installation: 6 | 7 | ### Linux 8 | 9 | It is very likely that you already have Python installed out of the box. To check if you have it installed (and which version it is), open a console and type the following command: 10 | 11 | command-line 12 | ```bash 13 | $ python3 --version 14 | ``` 15 | 16 | Output >> Python 3.5.1 17 | 18 | If you have a different 'micro version' of Python installed, e.g. 3.5.0, then you don't have to upgrade. If you don't have Python installed, or if you want a different version, you can install it as follows: 19 | 20 | #### Debian or Ubuntu 21 | command-line 22 | ```$ sudo apt-get install python3.5``` 23 | 24 | #### Fedora (up to 21) 25 | command-line 26 | ```$ sudo yum install python3``` 27 | 28 | #### Fedora (22+) 29 | command-line 30 | ```$ sudo dnf install python3``` 31 | 32 | #### openSUSE 33 | command-line 34 | ```$ sudo zypper install python3``` 35 | 36 | 37 | ### macOS ( OS X ) 38 | The macOS comes with python 2.7, but it is a good idea to install Python3. 39 | 40 | Before you install Python on OS X, you should ensure your Mac settings allow installing packages that aren't from the App Store. Go to System Preferences (it's in the Applications folder), click "Security & Privacy," and then the "General" tab. If your "Allow apps downloaded from:" is set to "Mac App Store," change it to "Mac App Store and identified developers." 41 | 42 | If you already have homebrew installed, just run the command: 43 | command-line 44 | ```$ brew install python3``` 45 | 46 | Otherwise, you will need to install it manually. Go to the website https://www.python.org/downloads/release/python-351/ and download the Python installer: 47 | 48 | Download the Mac OS X 64-bit/32-bit installer file, 49 | Double click python-3.5.1-macosx10.6.pkg to run the installer. 50 | Verify the installation was successful by opening the Terminal application and running the python3 command: 51 | 52 | command-line 53 | ```$ python3 --version``` 54 | Output>> Python 3.5.1 55 | 56 | ### Windows 57 | 58 | You can download Python for Windows from the website https://www.python.org/downloads/release/python-351/. After downloading the *.msi file, you should run it (double-click on it) and follow the instructions there. It is important to remember the path (the directory) where you installed Python. It will be needed later! 59 | 60 | One thing to watch out for: on the second screen of the installation wizard, marked "Customize", make sure you scroll down to the "Add python.exe to the Path" option and select "Will be installed on local hard drive". 61 | 62 | Don't forget to add Python to the Path 63 | 64 | In upcoming steps, you'll be using the Windows Command Line. For now, if you need to type in some commands, go to Start menu → All Programs → Accessories → Command Prompt. (On newer versions of Windows, you might have to search for "Command Prompt" since it's sometimes hidden.) 65 | 66 | 67 | ## Virtual environment (Optional, but recomended) 68 | 69 | Before we install the necessary packages, we will get you to install an extremely useful tool to help keep your coding environment tidy on your computer. It's possible to skip this step, but it's highly recommended. Starting with the best possible setup will save you a lot of trouble in the future! 70 | 71 | So, let's create a virtual environment (also called a virtualenv). Virtualenv will isolate your Python setup on a per-project basis. This means that any changes you make to one project won't affect any others you're also developing. This is similar to the Workspaces for Java developers. 72 | 73 | All you need to do is find a directory in which you want to create the virtualenv; it is recomended that you create it inside your projects folder as it will be part of your project. 74 | 75 | ### On Unix ( Linux and macOS): 76 | 77 | ``` 78 | pip3 install virtualenv 79 | mkdir folder_name && cd folder_name 80 | python3 -m venv virtualenv_name(of your choice) 81 | ``` 82 | 83 | NOTE 1: if you only have one version of Python installed, you might not need to add the "3" in the command, thus you can use "pip instal.." instead. 84 | 85 | NOTE 2: If you have a new installation of python, you probably already have PIP installed as well (a Python package installer) 86 | But In case PIP ins't already installed, refer to this link to install it : https://pip.pypa.io/en/latest/installing/ 87 | 88 | 89 | Starting the Virtualenv: 90 | 91 | 92 | ``` 93 | $ source virtualenv_name/bin/activate 94 | ``` 95 | 96 | NOTE: sometimes source might not be available. In those cases try doing this instead: 97 | 98 | ``` 99 | $ . virtualenv_name/bin/activate 100 | ``` 101 | 102 | 103 | 104 | ### On Windows: 105 | First, install venv: 106 | ``` 107 | C:\%userprofile%\Python35-32\Scripts\pip.exe install virtualenv 108 | ``` 109 | 110 | Now, assuming you are going to create a folder inside C:\%userprofile%\projects\VirtualEnv\recogVirtual, 111 | 112 | Creating VEnv 113 | ``` 114 | C:\%userprofile%\Python35-32\Scripts\virtualenv.exe C:\%userprofile%\projects\VirtualEnv\recogVirtual 115 | ``` 116 | 117 | Activation: 118 | ``` 119 | C:\%userprofile%\projetcs\VirtualEnv\recogVirtual\Scripts\activate 120 | ``` 121 | 122 | 123 | #### This is the recomended place for cloning this repository. 124 | #### ```git clone https://github.com/peixebabel/simple-recognition.git``` 125 | 126 | ## Installing Scikit-learn, the Python Machine learning Framework 127 | 128 | This Library requires NumPy and SciPy. To install them, run: 129 | 130 | ``` pip3 install NumPy SciPy 131 | pip3 install -U scikit-learn ``` 132 | 133 | 134 | ## Caffe Framework 135 | 136 | As this part is very different for each system, you can follow a step-by-step guide here (macOS check below first): [caffe.berkeleyvision.org/installation](http://caffe.berkeleyvision.org/installation.html#prerequisites) 137 | 138 | ### macOS -> Homebrew 139 | 140 | For the installation on the macOS, you are going to need the Homebrew Package Manager, and for that you will need the Command line tools. If you already have Xcode installed, you can just run the command ```xcode-select --install``` 141 | 142 | Or you can download it from [developer.apple](http://developer.apple.com/) 143 | 144 | 145 | To install the Homebrew itself, run the following command: 146 | 147 | ``` ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)" ``` 148 | 149 | Now you should be able to follow Caffe's tutorial. 150 | -------------------------------------------------------------------------------- /INSTALLBR.md: -------------------------------------------------------------------------------- 1 | # Tutorial de Instalação 2 | 3 | Primeiramente, caso já não tenha, irá precisar instalar uma versão da linguagem Python, 4 | 5 | ## Instalação do Python : 6 | 7 | ### Linux 8 | 9 | É bem provavel que sua distribuição de Linux já tenha Python instalado. Para checar se tem (e qual a versão ele é), abra o terminal e digite o seguinte comando: 10 | 11 | command-line 12 | ```$ python3 --version``` 13 | Resultado : Python 3.5.1 14 | 15 | Se você tem uma 'micro versão' diferente instalada ex: 3.5.0 no lugar da 3.5.1, você não precisa atualizar. 16 | Mas se você não tem python ou tem uma versão diferente, como 2.7, siga os passos para seu sistema: 17 | 18 | #### Debian or Ubuntu 19 | command-line 20 | ```$ sudo apt-get install python3.5``` 21 | 22 | #### Fedora (até versão 21) 23 | command-line 24 | ```$ sudo yum install python3``` 25 | 26 | #### Fedora (22+) 27 | command-line 28 | ```$ sudo dnf install python3``` 29 | 30 | #### openSUSE 31 | command-line 32 | ```$ sudo zypper install python3``` 33 | 34 | 35 | ### macOS ( OS X ) 36 | O macOS já vem com python 2.7 instalado, e para atualizar, siga os passos a seguir: 37 | 38 | Antes de você instalar Python no seu macOS, você precisa hablitar a instalação de pacotes que não são da App Store. Vá para System Preferences, clique em "Security & Privacy," e na aba "General". Mude a opção "Allow apps downloaded from:" de "Mac App Store," para "Mac App Store and identified developers." 39 | 40 | Baixe o instalador Python do site oficial da linguagem: https://www.python.org/downloads/release/python-351/ 41 | 42 | Verifique se a instalação foi bem scedida abrindo o Terminal e digitando: 43 | command-line 44 | `$ python3 --version` 45 | Resultado: Python 3.5.1` 46 | 47 | 48 | ### Windows 49 | 50 | Você pode baixar Python para Windoes do website oficial: 51 | https://www.python.org/downloads/release/python-351/. Durante a instalação, lembre-se do diretório onde ela está sendo feita, pois irá precisar mais tarde. 52 | 53 | Preste atenção em uma coisa: Na segunda tela da instalação "Customize", role para baixo e na opção "Add python.exe to the Path" selecione "Will be installed on local hard drive". 54 | 55 | Não esqueça de adicionar Python para o caminho. 56 | 57 | 58 | ## Virtualenv - ambiente virtual (Opcional, mas recomendado) 59 | 60 | Antes de instalarmos qualquer pacote, podemos usar uma ferramenta muito útil para manter seu ambiente de desenvolvimento organizado e separado de outros no seu computador, tornando as configurações independetes das do resto do computador. Isso irá prevenir problemas no fututo. Isso fucniona como as Workspaces de Java. 61 | 62 | Você precisa escolher o diretório onde irá desenvolver seu projeto. É recomendável que seja dentro de sua pasta de projetos, e que seu repositório GIT esteja dentro dela (vamos chegar nisso depois). 63 | 64 | ### Unix : 65 | 66 | ``` 67 | pip3 install virtualenv 68 | mkdir noma_pasta && cd nome_pasta 69 | python3 -m venv virtualenv_nome(nome de sua escolha) 70 | ``` 71 | 72 | 73 | NOTA 1: Se você tem apenas uma vesão de Python, você não percisará do "3" no comando. então pode usar "pip instal..." no lugar. 74 | 75 | NOTA 2: Caso você esteja usando uma versão antiga de Python que não tenha PIP instalado, você pode baixa-lo aqui: https://pip.pypa.io/en/latest/installing/ 76 | 77 | Iniciando o Virtualenv: 78 | 79 | 80 | ``` $ source virtualenv_nome/bin/activate 81 | ``` 82 | 83 | NOTA: As vezes "source" pode não estar dispoível, nesse caso, tente o seguinte: 84 | 85 | ``` $ . virtualenv_nome/bin/activate 86 | ``` 87 | 88 | 89 | 90 | ###Windows: 91 | Primeiro, instale o virtualenv 92 | ``` 93 | C:\%userprofile%\Python35-32\Scripts\pip.exe install virtualenv 94 | ``` 95 | 96 | Assumindo que você irá criar uma pasta em : C:\%userprofile%\projetos\VirtualEnv\recogVirtual, 97 | 98 | Creiando o VEnv 99 | ``` 100 | C:\%userprofile%\Python35-32\Scripts\virtualenv.exe 101 | C:\%userprofile%\projetos\VirtualEnv\recogVirtual 102 | ``` 103 | 104 | Ativação: 105 | ``` 106 | C:\%userprofile%\projetos\VirtualEnv\recogVirtual\Scripts\activate 107 | ``` 108 | 109 | 110 | #### É aqui que você deve fazer a clonagem deste repositório git. 111 | #### ```git clone https://github.com/peixebabel/simple-recognition.git``` 112 | 113 | 114 | ## Instalando o Scikit-learn, o Framework de Python para Machine Learning 115 | 116 | Esta biblioteca depende de NumPy e SciPy. para instala-las, digite: 117 | 118 | ``` pip3 install NumPy SciPy 119 | pip3 install -U scikit-learn ``` 120 | 121 | 122 | ## Caffe Framework 123 | 124 | Esta parte é bem diferente pra cada sistema, então você pode seguir um guia passo a passo aqui (Usuario de macOS: Chequem a baixo primeiro): [caffe.berkeleyvision.org/installation](http://caffe.berkeleyvision.org/installation.html#prerequisites) 125 | 126 | ### macOS -> Homebrew 127 | Para a instalação no macOS, você precisará do Homebrew Package Manager. 128 | Para isso, você precisa instalar a Command line tools. Caso tenha o Xcode instalado, digite no terminal : ```xcode-select --install``` 129 | 130 | Ou você pode baixar de: [developer.apple](http://developer.apple.com/) 131 | 132 | 133 | Agora para instalar o proprio Homebrew, digite no terminal: 134 | ``` ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)" ``` 135 | 136 | A partir de agora siga o passo a passo do site da Caffe Framework (acima) 137 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # simple-recognition 2 | 3 | Simple Recognition using pokemon images 4 | 5 | # Tutorial 6 | 7 | #### Installation guide on: [INSTALL.md](INSTALL.md) 8 | 9 | #### Guia de Instalação em Portugues em: [INSTALLBR.md](INSTALLBR.md) 10 | 11 | #### Usage Guide : 12 | 13 | - To do 14 | -------------------------------------------------------------------------------- /classifier.p: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peixebabel/simple-recognition/1480779782a1120f956289cb14be4ba22784b82d/classifier.p -------------------------------------------------------------------------------- /classifier.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | """ 3 | Created on Sun Sep 11 00:30:35 2016 4 | 5 | @author: Camila Laranjeira 6 | """ 7 | import numpy as np 8 | from sklearn import svm 9 | from sklearn.cross_validation import KFold 10 | from sklearn import preprocessing 11 | from pickle import dump 12 | from os import listdir 13 | from os.path import join, abspath 14 | from constants import * 15 | 16 | 17 | def cross_validate(data, labels, classifier): 18 | """ data: [n_samples, n_features] 19 | labels: [n_samples] (value is 0 to n_labels)""" 20 | kf = KFold(labels.size, n_folds=10) 21 | scores = [] 22 | for k, (train, test) in enumerate(kf): 23 | classifier = classifier.fit(data[train], labels[train]) 24 | score = classifier.score(data[test], labels[test]) 25 | scores.append(score) 26 | print('{} fold: {:.4f}'.format(k, score)) 27 | 28 | return np.mean(scores) 29 | 30 | 31 | def store_classifier(classifier): 32 | # ===== Store classifier ===== # 33 | dump(classifier, open('classifier.p', 'wb')) 34 | 35 | if __name__ == '__main__': 36 | features_files = sorted(listdir(join(project_root, features_dir))) 37 | 38 | data = np.loadtxt( 39 | abspath(join(project_root, features_dir, features_files.pop()))) 40 | for ffile in features_files: 41 | data = np.append(data, np.loadtxt( 42 | abspath(join(project_root, features_dir, ffile))), axis=0) 43 | 44 | labels_files = sorted(listdir(join(dataset_root, labels_dir))) 45 | 46 | labels = np.loadtxt( 47 | abspath( 48 | join(dataset_root, labels_dir, labels_files.pop()))) 49 | 50 | for lfile in labels_files: 51 | labels = np.append(labels, np.loadtxt( 52 | abspath(join(dataset_root, labels_dir, lfile))), axis=0) 53 | 54 | data = preprocessing.scale(data) 55 | 56 | clf = svm.LinearSVC(class_weight='balanced', C=1e-4) 57 | acc = cross_validate(data, labels, clf) 58 | print('Mean accuracy: {:.4f}'.format(acc)) 59 | 60 | clf = clf.fit(data, labels) 61 | store_classifier(clf) 62 | -------------------------------------------------------------------------------- /constants.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | 3 | from os.path import abspath 4 | 5 | # '/home/laranjeira/projects/peixe-babel/simple-recognition/' 6 | project_root = "{}/".format(abspath('.')) 7 | features_dir = '{}features/'.format(project_root) 8 | 9 | dataset_root = '{}dataset/'.format(project_root) 10 | images_dir = '{}images/'.format(dataset_root) 11 | labels_dir = '{}labels/'.format(dataset_root) 12 | -------------------------------------------------------------------------------- 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/dataset/labels/labels_bulbasaur.txt: -------------------------------------------------------------------------------- 1 | 3 2 | 3 3 | 3 4 | 3 5 | 3 6 | 3 7 | 3 8 | 3 9 | 3 10 | 3 11 | 3 12 | 3 13 | 3 14 | 3 15 | 3 16 | 3 17 | 3 18 | 3 19 | 3 20 | 3 21 | 3 22 | 3 23 | 3 24 | 3 25 | 3 26 | 3 27 | 3 28 | 3 29 | 3 30 | 3 31 | 3 32 | 3 33 | 3 34 | 3 35 | 3 36 | 3 37 | 3 38 | 3 39 | 3 40 | 3 41 | 3 42 | 3 43 | 3 44 | 3 45 | 3 46 | 3 47 | 3 48 | 3 49 | 3 50 | 3 51 | 3 52 | 3 53 | 3 54 | 3 55 | 3 56 | 3 57 | 3 58 | 3 59 | 3 60 | 3 61 | 3 62 | 3 63 | 3 64 | 3 65 | 3 66 | 3 67 | 3 68 | 3 69 | 3 70 | 3 71 | 3 72 | 3 73 | 3 74 | 3 75 | 3 76 | 3 77 | 3 78 | 3 79 | 3 80 | 3 81 | 3 82 | 3 83 | 3 84 | 3 85 | 3 86 | 3 87 | 3 88 | 3 89 | 3 90 | 3 91 | 3 92 | 3 93 | 3 94 | 3 95 | 3 96 | 3 97 | 3 98 | 3 99 | 3 100 | 3 101 | 3 102 | 3 103 | 3 104 | 3 105 | 3 106 | 3 107 | 3 108 | -------------------------------------------------------------------------------- /dataset/labels/labels_charmander.txt: -------------------------------------------------------------------------------- 1 | 1 2 | 1 3 | 1 4 | 1 5 | 1 6 | 1 7 | 1 8 | 1 9 | 1 10 | 1 11 | 1 12 | 1 13 | 1 14 | 1 15 | 1 16 | 1 17 | 1 18 | 1 19 | 1 20 | 1 21 | 1 22 | 1 23 | 1 24 | 1 25 | 1 26 | 1 27 | 1 28 | 1 29 | 1 30 | 1 31 | 1 32 | 1 33 | 1 34 | 1 35 | 1 36 | 1 37 | 1 38 | 1 39 | 1 40 | 1 41 | 1 42 | 1 43 | 1 44 | 1 45 | 1 46 | 1 47 | 1 48 | 1 49 | 1 50 | 1 51 | 1 52 | 1 53 | 1 54 | 1 55 | 1 56 | 1 57 | 1 58 | 1 59 | 1 60 | 1 61 | 1 62 | 1 63 | 1 64 | 1 65 | 1 66 | 1 67 | 1 68 | 1 69 | 1 70 | 1 71 | 1 72 | 1 73 | 1 74 | 1 75 | 1 76 | 1 77 | 1 78 | 1 79 | 1 80 | 1 81 | 1 82 | 1 83 | 1 84 | 1 85 | 1 86 | 1 87 | 1 88 | 1 89 | 1 90 | 1 91 | 1 92 | 1 93 | -------------------------------------------------------------------------------- /dataset/labels/labels_pikachu.txt: -------------------------------------------------------------------------------- 1 | 2 2 | 2 3 | 2 4 | 2 5 | 2 6 | 2 7 | 2 8 | 2 9 | 2 10 | 2 11 | 2 12 | 2 13 | 2 14 | 2 15 | 2 16 | 2 17 | 2 18 | 2 19 | 2 20 | 2 21 | 2 22 | 2 23 | 2 24 | 2 25 | 2 26 | 2 27 | 2 28 | 2 29 | 2 30 | 2 31 | 2 32 | 2 33 | 2 34 | 2 35 | 2 36 | 2 37 | 2 38 | 2 39 | 2 40 | 2 41 | 2 42 | 2 43 | 2 44 | 2 45 | 2 46 | 2 47 | 2 48 | 2 49 | 2 50 | 2 51 | 2 52 | 2 53 | 2 54 | 2 55 | 2 56 | 2 57 | 2 58 | 2 59 | 2 60 | 2 61 | 2 62 | 2 63 | 2 64 | 2 65 | 2 66 | 2 67 | 2 68 | 2 69 | 2 70 | 2 71 | 2 72 | 2 73 | 2 74 | 2 75 | 2 76 | 2 77 | 2 78 | 2 79 | 2 80 | 2 81 | 2 82 | 2 83 | 2 84 | 2 85 | 2 86 | 2 87 | 2 88 | 2 89 | 2 90 | 2 91 | 2 92 | 2 93 | 2 94 | 2 95 | 2 96 | 2 97 | 2 98 | 2 99 | 2 100 | -------------------------------------------------------------------------------- /dataset/labels/labels_squirtle.txt: -------------------------------------------------------------------------------- 1 | 0 2 | 0 3 | 0 4 | 0 5 | 0 6 | 0 7 | 0 8 | 0 9 | 0 10 | 0 11 | 0 12 | 0 13 | 0 14 | 0 15 | 0 16 | 0 17 | 0 18 | 0 19 | 0 20 | 0 21 | 0 22 | 0 23 | 0 24 | 0 25 | 0 26 | 0 27 | 0 28 | 0 29 | 0 30 | 0 31 | 0 32 | 0 33 | 0 34 | 0 35 | 0 36 | 0 37 | 0 38 | 0 39 | 0 40 | 0 41 | 0 42 | 0 43 | 0 44 | 0 45 | 0 46 | 0 47 | 0 48 | 0 49 | 0 50 | 0 51 | 0 52 | 0 53 | 0 54 | 0 55 | 0 56 | 0 57 | 0 58 | 0 59 | 0 60 | 0 61 | 0 62 | 0 63 | 0 64 | 0 65 | 0 66 | 0 67 | 0 68 | 0 69 | 0 70 | 0 71 | 0 72 | 0 73 | 0 74 | 0 75 | 0 76 | 0 77 | 0 78 | 0 79 | 0 80 | 0 81 | 0 82 | 0 83 | 0 84 | 0 85 | 0 86 | 0 87 | 0 88 | 0 89 | 0 90 | 0 91 | 0 92 | 0 93 | 0 94 | 0 95 | 0 96 | 0 97 | 0 98 | 0 99 | 0 100 | 0 101 | 0 102 | 0 103 | 0 104 | 0 105 | 0 106 | 0 107 | 0 108 | -------------------------------------------------------------------------------- /extractFeatures.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | """ 3 | Created on Sat Sep 10 09:31:54 2016 4 | 5 | @author: Camila Laranjeira 6 | """ 7 | 8 | import numpy 9 | import caffe 10 | import matplotlib.pyplot as plt 11 | from os import mkdir, listdir 12 | from os.path import isdir, join, abspath 13 | from constants import * 14 | 15 | ####### Initializing Net and Transformation object ####### 16 | caffe_root = '/home/laranjeira/caffe/' 17 | # Download these files from 18 | # https://gist.github.com/ksimonyan/3785162f95cd2d5fee77 19 | model = "VGG_ILSVRC_19_layers_deploy.prototxt" 20 | weights = "VGG_ILSVRC_19_layers.caffemodel" 21 | # Which layer will provide your features? (see model file) 22 | VGG_LAYER = "fc7" 23 | 24 | caffe.set_mode_cpu() 25 | net = caffe.Net(model, weights, caffe.TEST) 26 | mean = numpy.load( 27 | caffe_root + 'python/caffe/imagenet/ilsvrc_2012_mean.npy').mean(1).mean(1) 28 | 29 | transformer = caffe.io.Transformer({'data': net.blobs['data'].data.shape}) 30 | transformer.set_transpose('data', (2, 0, 1)) 31 | transformer.set_mean('data', mean) 32 | transformer.set_raw_scale('data', 255) 33 | transformer.set_channel_swap('data', (2, 1, 0)) 34 | # batch size, # 3-channel (BGR) images, # image size is 224x224 35 | net.blobs['data'].reshape(1, 3, 224, 224) 36 | ########################################################### 37 | 38 | 39 | def extractFeatures(path): 40 | image = caffe.io.load_image(path) 41 | transformed_image = transformer.preprocess('data', image) 42 | 43 | net.blobs['data'].data[...] = transformed_image 44 | net.forward() 45 | features = net.blobs[VGG_LAYER].data.copy() 46 | 47 | return features 48 | 49 | 50 | def createLabelsFile(dataset_size, class_name, label): 51 | if not(isdir(labels_dir)): 52 | mkdir(labels_dir) 53 | filename = labels_dir + "labels_" + class_name + ".txt" 54 | labels_output = open(filename, 'w') 55 | for i in xrange(dataset_size): 56 | labels_output.write(str(label) + '\n') 57 | labels_output.close() 58 | 59 | 60 | def storeFeatures(features, class_name): 61 | if not(isdir(features_dir)): 62 | mkdir(features_dir) 63 | filename = features_dir + "features_" + class_name + ".txt" 64 | features_output = open(filename, 'a') 65 | # 4096 is the size of the layer's output 66 | for i in xrange(4096): 67 | features_output.write(str(features[0][i]) + ' ') 68 | features_output.write('\n') 69 | features_output.close() 70 | 71 | 72 | def saveNewClass(class_name, label): 73 | filename = dataset_root + "classes.txt" 74 | classes_output = open(filename, 'a') 75 | classes_output.write(class_name + ' ' + str(label) + '\n') 76 | classes_output.close() 77 | 78 | if __name__ == "__main__": 79 | for k, class_dir in enumerate(listdir(join(dataset_root, images_dir))): 80 | saveNewClass(str(class_dir), k) 81 | image_files = sorted(listdir( 82 | join(dataset_root, images_dir, class_dir))) 83 | createLabelsFile(len(image_files), str(class_dir), k) 84 | print(str(class_dir)) # Status feedback on screen 85 | for image in image_files: 86 | features = extractFeatures( 87 | str(abspath(join(dataset_root, images_dir, class_dir, image)))) 88 | storeFeatures(features, str(class_dir)) 89 | -------------------------------------------------------------------------------- /requeriments.txt: -------------------------------------------------------------------------------- 1 | sklearn 2 | numpy 3 | matplotlib 4 | -------------------------------------------------------------------------------- /test-classifier.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | """ 3 | Created on Sun Sep 11 02:14:43 2016 4 | 5 | @author: laranjeira 6 | """ 7 | 8 | import pickle 9 | import numpy 10 | import matplotlib.pyplot as plt 11 | import matplotlib.image as mpimg 12 | 13 | from extractFeatures import extractFeatures 14 | 15 | from os import listdir 16 | from os.path import join, abspath 17 | from constants import * 18 | 19 | test_images_dir = 'test-images/' 20 | 21 | 22 | def column(matrix, i): 23 | return [row[i] for row in matrix] 24 | 25 | 26 | def testClassifier(): 27 | clf = pickle.load(open("classifier.p", "rb")) 28 | classes = numpy.loadtxt(dataset_root + 'classes.txt', dtype=str) 29 | classes = column(classes, 0) 30 | 31 | image_files = sorted(listdir( 32 | join(project_root, test_images_dir))) 33 | for image in image_files: 34 | features = extractFeatures( 35 | str(abspath(join(project_root, test_images_dir, image)))) 36 | prediction = clf.predict(features) 37 | img = mpimg.imread( 38 | str(abspath(join(project_root, test_images_dir, image)))) 39 | fig = plt.figure() 40 | fig.suptitle(classes[int(prediction[0])], 41 | fontsize=14, fontweight='bold') 42 | plt.imshow(img) 43 | 44 | if __name__ == "__main__": 45 | testClassifier() 46 | -------------------------------------------------------------------------------- /test-images/bulbasaur-test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peixebabel/simple-recognition/1480779782a1120f956289cb14be4ba22784b82d/test-images/bulbasaur-test.png -------------------------------------------------------------------------------- /test-images/charmander-test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peixebabel/simple-recognition/1480779782a1120f956289cb14be4ba22784b82d/test-images/charmander-test.png -------------------------------------------------------------------------------- /test-images/pikachu-test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peixebabel/simple-recognition/1480779782a1120f956289cb14be4ba22784b82d/test-images/pikachu-test.png -------------------------------------------------------------------------------- /test-images/squirtle-test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peixebabel/simple-recognition/1480779782a1120f956289cb14be4ba22784b82d/test-images/squirtle-test.png --------------------------------------------------------------------------------