2d Image To 3d Model Deep Learning. After feeding the network with thousands of images deep z learned to effectively deliver desired results. Recent advances in image based 3d human shape estimation have been driven by the significant improvement in representation power afforded by deep neural networks.
24 28 nie et al. Multi level pixel aligned implicit function for high resolution 3d human digitization and here s some gibberish from the researchers. Researchers convert 2d images into 3d using deep learning.
This modular differentiable renderer is innovative as traditional rendering engines can t be incorporated into deep learning due to their being not differentiable.
But as users keep uploading images volume s model keeps learning with the increase in the training data. 24 28 nie et al. Soooooo let s assume yo. Rgb image predicted 2d projections predicted 3d pose rendering 3d models depth renderings matching retrieved 3d model real synth 1 synth 2 image descriptors synth domain cnn input system overview output pre computable oine description.
