Mapanything api, This is the Abstract We introduce MapAnything, a unified transformer-based feed-forward model that ingests one or more images along with optional geometric inputs such as camera intrinsics, poses, depth, or partial reconstructions, and then directly regresses the metric 3D scene geometry and cameras. MapAnything is a single transformer model that directly regresses metric 3D geometry from various input combinations including images, calibration, depth, and poses, supporting 12+ reconstruction tasks in a unified framework. This approach ensures only the chosen model and its dependencies are included, minimizing image size and avoiding dependency conflicts. A single Dec 28, 2025 · Getting Started Relevant source files This page guides you through your first steps with MapAnything, a universal feed-forward metric 3D reconstruction system. 2026-02-26 15:50:09 [INFO] utils. A single feed-forward model supports over 12 different 3D reconstruction tasks including multi-image sfm Learn more about setup Run vufinder/map-anything using Replicate’s API. MapAnything is a Location of Things platform in Salesforce that helps sales, service, and market @inproceedings{keetha2026mapanything, title={{MapAnything}: Universal Feed-Forward Metric {3D} Reconstruction}, author={Nikhil Keetha and Norman M\"{u}ller and Johannes Sch\"{o}nberger and Lorenzo Porzi and Yuchen Zhang and Tobias Fischer and Arno Knapitsch and Duncan Zauss and Ethan Weber and Nelson Antunes and Jonathon Luiten and Manuel Lopez-Antequera and Samuel Rota Bul\`{o} and Christian The Intel® SceneScape mapping service supports build-time selection of the underlying 3D reconstruction model: **MapAnything** or **VGGT**. , a collection of depth API Reference Relevant source files This document provides comprehensive technical reference for the MapAnything inference API, including detailed specifications for input/output formats, configuration parameters, and usage constraints. For basic usage examples, see Basic Usage. The API and runtime are identical, but the model is fixed at Aug 6, 2018 · MapAnything’s Distance Matrix that calculates optimal shortest path and true travel time for a combination of locations and destinations — this service is designed to enhance an enterprise . Each build produces a container image with a single model. load: Extracting frames from video 1 of 1 2026-02-26 15:50:11 [INFO] utils. A single feed-forward model supports over 12 different 3D reconstruction tasks including multi-image sfm, multi-view stereo, monocular metric depth estimation, registration, depth completion and more. 2026-02-26 15:50:09 [INFO] predict: Received 1 valid videos. 2 days ago · Readme MapAnything: Universal Feed-Forward Metric 3D Reconstruction Nikhil Keetha 1, 2, Norman Müller 1, Johannes Schönberger 1, Lorenzo Porzi 1, Universal Feed-Forward Metric 3D Reconstruction 2026-02-26 15:50:09 [INFO] predict: Received 1 input files. At its core is a simple, end-to-end trained transformer model that directly regresses the factored metric 3D geometry of a scene given various types of inputs (images, calibration, poses, or depth). 2026-02-26 15:50:09 [INFO] predict: Received 0 valid images. Core API Classes The MapAnything is an open-source research framework for universal metric 3D reconstruction. e. Check out the model's schema for an overview of inputs and outputs. MapAnything is an open-source research framework for universal metric 3D reconstruction. Overview MapAnything is a simple, end-to-end trained transformer model that directly regresses the factored metric 3D geometry of a scene given various types of modalities as inputs. For training and benchmarking APIs, see Training System and Benchmarking Infrastructure. MapAnything leverages a factored representation of multi-view scene geometry, i. What is MapAnything is a simple, end-to-end trained transformer model that directly regresses the factored metric 3D geometry of a scene given various types of inputs (images, calibration, poses, or depth). load: Extracted 9 frames from video 1 of 1! 2026-02-26 Complete MapAnything API documentation and developer resources.


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