Gender Identification from Images Using Python

Author: Swagatika Dash

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Installation Requirements

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How to run ?

1. Go to the src directory.

2. Run a script like this:

   python mtcnn_convnet.py <path_to_directory>/*.jpg >mtcnn_convnet_output.txt
   

   python mtcnn_convnet.py /home/swagatika/Documents/Image_Search_Bias/data/Ranked\ Images/collected_data_ranked_top_10/Google_top_10_biologist_results_ranked/*.jpg >../Results/mtcnn_convNet/mtcnn_convNet_biologists.txt
   
   python mtcnn_convnet.py /home/swagatika/Documents/Image_Search_Bias/data/Ranked_Images/Biologists/*.jpg >../Results/mtcnn_convNet/mtcnn_convNet_Biologists.txt
   
   

3. For Amazon's gender detection an example command is this:

   python amazon_rekognition.py <directory_name_in_bucket> >amazon_output.txt
   

4. For evaluation results run this from the parent directory (not src):

   python eval.py <ground_truth_file_name>.txt <prediction_file_name>.txt