GAN for inpainting an image

Question

Is it possible to train a GAN model to inpaint an image taken from a specific setting(e.g. an office, woods, beach ...) after we have cropped out people of it?

For example, I used this repo's pretrained GAN model on Places2

I used a MaskRCNN model to segment people, and then cropped them out :

But when I fed the image to the mentioned GAN model, results weren't so great :

If it's possible, what is the best GAN architecture to use?