This Web App is used to detect human bodies from the image and then extract the human bodies and apply BG removal technique to get just a human body without any kind of background.
tensorflow
numpy
scipy
opencv-python
pillow
matplotlib
h5py
keras
Flask
you can install all the above mentioned requirements using pip3.
Refer the installation process here ---> here
All the prerequisites are mentioned above please install it before installing imageai.
use this command for installation of imageai:
pip3 install https://github.com/OlafenwaMoses/ImageAI/releases/download/2.0.2/imageai-2.0.2-py3-none-any.whl
I have used YoloV3 for object detection, you can use Retinanet or yolo-tiny which are also trained for it.
To download yolov3/Retinanet/yolo-tiny: here
use this command to download Xception model:
wget http://download.tensorflow.org/models/deeplabv3_pascal_train_aug_2018_01_04.tar.gz
Make sure to add these models into "static/models/(your_model_folder)" folder to run the main script.