NeuralLift-360
NeuralLift-360 is an advanced computer vision tool designed to transform a single 2D photograph taken in the wild into a high-quality 3D object with full 360-degree views. Recognized as a highlight at CVPR 2023, this software leverages deep learning techniques to infer unseen geometry and textures, effectively lifting flat images into immersive volumetric representations. The pipeline integrates monocular depth estimation using models like LeRes and Boost Your Own Depth, alongside foreground segmentation to isolate subjects. Users can interact with the tool via a simplified Gradio interface for quick generation or utilize a detailed command-line workflow for training custom models. The system supports optional text inversion modules to refine text-based embeddings for specific objects and allows for fine-tuning to optimize 3D consistency. It is built upon the Stable DreamFusion architecture and outputs animated videos showcasing the generated 3D model from all angles. Ideal for developers, researchers, and cr