Depth Pro

High-precision monocular depth estimation model

CommonProductImageDepth EstimationMachine Vision
Depth Pro is a research project for monocular depth estimation that can rapidly generate high-precision depth maps. This model utilizes multi-scale visual transformers for dense predictions and trains on both real and synthetic datasets to achieve high accuracy and detail capture. It generates a 2.25 million pixel depth map on standard GPUs in just 0.3 seconds, making it fast and precise, highly significant for fields such as machine vision and augmented reality.
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