Animal Classifier

Classify animal photos by Deep Learning.

How to Setup

1. Download Anaconda from anaconda.com, and install it.

2. Setup new python environment with Anacond-Navigator

3. Open a terminal window, and do following installations

4. Add TensorFlow module to your Python environment by typing following command in terminal.

   pip install tensorflow
   

5. Add FlickrAPI module to your Python environment by typing following command in terminal.

   pip install flickrapi
   

6. Add pillow module to your Python environment by typing following command in terminal.

   pip install pillow
   

7. Go to your working folder, and clone this repository by typing following command in terminal.

   git clone [email protected]:tetsu/animal-classifier.git
   

8. Create a Flickr account, and enter Flickr Key and Secret in config/env_sample.py, and rename the file to env.py.

   FLICKR_KEY = "{your flickr key}"
   FLICKR_SECRET = "{your flickr secret}"

9. Go to the top folder of this project, and download monkey images by typing following command in terminal.

   python download.py monkey
   

10. Download crow images by typing following command in terminal.

    python download.py crow
    

11. Download boar images by typing following command in terminal.

    python download.py boar
    

12. Remove images that are not proper for learning, such as unclear images, wrong images, images with other animals or breeds, etc.