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in this video we will build a background removal application using deep learning in the tensorflow framework Hello friends welcome to this video this is nikhil tomar and you are watching idiot developer make sure to subscribe the channel and hit that Bell icon for more such videos the video is divided into Parts in the first part we are going to design the architecture for the binary segmentation task so here in this application we are going to give an a test image to the model and the model is going to predict the mask with the help of the Mask we gonna know where the human lies and with the help of that we are going to remove the background in the next part we are going to train the architecture on the people segmentation data set and at the last part we are going to make puppet prediction on test images now let me just give you an overview about the data set so this is the name of the data set that is people underscore segmentation and if you see it contain near about 5000 samples i