Depth-Anything-3-anysize/README.md

Depth Anything 3 AnySize

🔄 Key Modifications from the Original Repo

• Native-Resolution Inputs: Images are now processed at their original resolution by default. During inference, inputs are padded to the ViT patch size, and outputs (depth/confidence/sky maps and processed images) are cropped back to the source height and width. Using larger inputs now will increase memory and compute requirements.
• Updated Defaults: The CLI defaults to --process-res None --process-res-method keep, and the API uses process_res=None, process_res_method="keep". See docs/CLI.md and docs/API.md for details.
• Optional Downscaling: For faster inference and lower memory usage, set process_res (e.g., 720) with a resize strategy like --process-res-method upper_bound_resize.
• Original Baseline: Previously, images were resized to 504 px on the long side.
• Implementation Details: Input padding is handled in src/depth_anything_3/utils/io/input_processor.py, and output cropping is managed in src/depth_anything_3/api.py.

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