2d Image To 3d Model Deep Learning. Test image image load img dog jpg target size 256 256 since we re using colored images we have to transform the test image into a 3d array. Illustration represents deep z an artificial intelligence based framework that can digitally refocus a 2d fluorescence microscope image at bottom to produce 3d slices at left.
Check out the video below to get an idea of how the technology works. This modular differentiable renderer is innovative as traditional rendering engines can t be incorporated into deep learning due to their being not differentiable. After feeding the network with thousands of images deep z learned to effectively deliver desired results.
Recently deep learning models proposed to estimate sct images from mr images have demonstrated promising results.
Multi level pixel aligned implicit function for high resolution 3d human digitization and here s some gibberish from the researchers. I repeat it is not magic. Do you have a lot of 2d images and their corresponding 3d models. The tool is open to the public as well.
