Develop a neural network model to generate stylised images from depth maps. A base plug-in has been created to capture depth snapshots from a Kinect for Xbox 360 upon request via a WebGUI. The task involves training a model using a biopunk art style to process depth maps and generate corresponding images imbued with this aesthetic. Specifically, the model should learn to render depth information as a biopunk-inspired digital reconstruction. Additionally, the API facilitating depth map acquisition must be integrated seamlessly within the existing WebGUI interface, so depth snapshots can be automatically passed to the neural network for stylized image generation and displayed. Familiarity with programming pipelines for neural style transfer is preferred, as is expertise building customized machine learning solutions and integrating them into full-stack systems. Upon completion, users will be able to capture depth snapshots via the WebGUI and instantly view the evocative biopunk-style renditions produced by the trained generative model.
