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Monocular Depth

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AIWalker
AIWalker
Jan 22, 2024 · Artificial Intelligence

Depth Anything: An Open-Source Large-Scale Model for Arbitrary Image Depth Estimation

Depth Anything introduces a highly practical monocular depth estimation model that leverages a 62‑million‑image unlabeled dataset, teacher‑student training, strong data perturbations, and DINOv2‑based semantic supervision to achieve zero‑shot capability and state‑of‑the‑art performance over MiDaS across multiple benchmarks.

Computer VisionDINOv2Depth Estimation
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Depth Anything: An Open-Source Large-Scale Model for Arbitrary Image Depth Estimation