[ECCV 2026] Official implementation of "ZipDepth: Bringing Lightweight Zero-Shot Monocular Depth Anywhere, on Any Device". A compact 6.1M-parameter network for zero-shot monocular depth estimation, running in real time from server GPUs to mobile phones via knowledge distillation from foundation models.
depth-estimation monocular-depth single-image-depth-prediction monocular-depth-estimation efficient-deep-learning single-image-to-3d embedded-deployment
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Updated
Aug 22, 2026 - Python