To run the model

1. create the following directory structure

   human-detector
    |
    |_________ data
    |           |_______ models
    |           |_______ images
    |                       |_______ pos_person
    |                       |_______ neg_person
    |
    |__________ object_detector
    |
    |__________ output
   

2. clone the code in the object_detector directory

3. put your training dataset in the images directory in the corresponding folder

4. open terminal in object_detector directory

5. set and run the environment

6. run python extract_features.py

7. use the make file commands to train/run models

Setting Environment

imutils

sudo pip install imutils

python-opencv

sudo pip install opencv-python

scikit-learn

sudo pip install scikit-learn

scikit-image

sudo pip install scikit-image